{"id":174534,"date":"2024-11-27T04:00:07","date_gmt":"2024-11-27T09:00:07","guid":{"rendered":"https:\/\/innowise.com\/?p=174534"},"modified":"2026-03-19T08:36:49","modified_gmt":"2026-03-19T12:36:49","slug":"benefits-of-data-analytics-in-healthcare","status":"publish","type":"post","link":"https:\/\/innowise.com\/es\/blog\/benefits-of-data-analytics-in-healthcare\/","title":{"rendered":"Maximizar la atenci\u00f3n al paciente: Las ventajas del an\u00e1lisis de datos en la atenci\u00f3n sanitaria"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"174534\" class=\"elementor elementor-174534\">\n\t\t\t\t<div class=\"elementor-element elementor-element-435d833 main-block e-flex e-con-boxed e-con e-parent\" data-id=\"435d833\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf3e0b9 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"cf3e0b9\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"breadcrumbs flex\">\n    <div class=\"info\"> \n    <a href=\"https:\/\/innowise.com\/\">\n  Main\n  <\/a>\n    <\/div>\n    <div class=\"info\">\n         <a href=\"https:\/\/innowise.com\/about-us\/\">\n  About us\n  <\/a>\n    <\/div>\n     <div class=\"info\">\n          <a href=\"https:\/\/innowise.com\/blog\/\">\n  Blog\n  <\/a>\n    <\/div>\n<\/div>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\/\", \n  \"@type\": \"BreadcrumbList\", \n  \"itemListElement\": [{\n    \"@type\": \"ListItem\", \n    \"position\": 1, \n    \"name\": \"Innowise is on Top: We Are No. 554 on Inc. 5000 Annual List\",\n    \"item\": \"https:\/\/innowise.com\/blog\/inc-5000-puts-innowise-group-among-the-fastest-growing-technology-companies-in-the-usa-2022\/\"  \n  },{\n    \"@type\": \"ListItem\", \n    \"position\": 2, \n    \"name\": \"Blog\",\n    \"item\": \"https:\/\/innowise.com\/blog\/\"  \n  },{\n    \"@type\": \"ListItem\", \n    \"position\": 3, \n    \"name\": \"Main\",\n    \"item\": \"https:\/\/innowise.com\/\"  \n  }]\n}\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3db2776 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"3db2776\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"article-info flex\">\n    <div class=\"info\"> \n    15 min read\n    <\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebfed43 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"ebfed43\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Maximizing patient care: The benefits of data analytics in healthcare<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6656556 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-shortcode\" data-id=\"6656556\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[display_tags]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c4a0e05 article-description e-flex e-con-boxed e-con e-parent\" data-id=\"c4a0e05\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f098094 author-article e-con-full e-flex e-con e-child\" data-id=\"f098094\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-bf45b24 e-con-full e-flex e-con e-child\" data-id=\"bf45b24\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1368223 elementor-widget elementor-widget-text-editor\" data-id=\"1368223\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Data analytics has shaped the way industries manage, analyze, and use relevant information across their respective fields. Healthcare is one sector where data analytics has become particularly prominent. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The healthcare industry is projected to generate <\/span><a href=\"https:\/\/www.lek.com\/insights\/hea\/eu\/ei\/tapping-new-potential-realising-value-data-healthcare-sector#:~:text=Between%202020%20and%202025%2C%20the,services%2C%20and%20media%20and%20entertainment.\"><span style=\"font-weight: 400;\">over 10,000 exabytes of data by 2025<\/span><\/a><span style=\"font-weight: 400;\">, expanding at an annual rate of 36%. Data comes from a rich set of sources, including EHRs, <a href=\"https:\/\/innowise.com\/industries\/healthcare\/medical-device-software-development\/\">medical devices<\/a>, wearable devices, patient portals, social media, clinical trials, and research literature.<\/span><\/p>\n<p>While handling data poses challenges for healthcare, leveraging data analytics presents a golden opportunity to improve patient care and address public health issues through informed decision-making and proactive management. How is big data analytics used in healthcare? How helpful is big data analytics for healthcare? Let&#8217;s explore this in depth.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-872ac39 e-con-full e-flex e-con e-child\" data-id=\"872ac39\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e38f887 elementor-widget elementor-widget-text-editor\" data-id=\"e38f887\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Importance of data analytics in healthcare<\/h2><p><span style=\"font-weight: 400;\">Data analytics, including big data analytics, encompasses a wide variety of different methodologies for examining and extracting insights from datasets. It involves techniques to uncover patterns, trends, and relationships within data to better inform the decision-making process.<\/span><\/p><p><span style=\"font-weight: 400;\">The application of advanced data analytics has already demonstrated tremendous benefits in areas of healthcare such as precision medicine, clinical decision support, patient monitoring, readmission prevention, and population health management.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a9d0a3 elementor-widget elementor-widget-image\" data-id=\"7a9d0a3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1001\" height=\"461\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Komatsu-Ltd.jpg\" class=\"attachment-full size-full wp-image-174544\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Komatsu-Ltd.jpg 1001w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Komatsu-Ltd-300x138.jpg 300w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Komatsu-Ltd-768x354.jpg 768w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Komatsu-Ltd-18x8.jpg 18w\" sizes=\"(max-width: 1001px) 100vw, 1001px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-91ed79c e-con-full e-flex e-con e-child\" data-id=\"91ed79c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27a8f57 elementor-widget elementor-widget-text-editor\" data-id=\"27a8f57\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Data analytics in healthcare<\/h2><p>On a larger scale, analytics can assess clinical outcomes, operational costs, and public health trends, so interventions and policies can be tailored for maximum impact. Here are some examples of data analytics in healthcare that illustrate its potential.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6aa927b e-con-full e-flex e-con e-child\" data-id=\"6aa927b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4853a00 elementor-widget elementor-widget-html\" data-id=\"4853a00\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"domains-container-new domains-1\">\r\n  <ul class=\"domains__list-new\">\r\n    <div class=\"domain__list_container-new\">\r\n\r\n\r\n      <li class=\"domains__list-item-new domains__list-item_active-new\">Electronic health records (EHRs)<\/li>\r\n      <li class=\"domains__list-item-new\">Laboratory information system (LIS)<\/li>\r\n      <li class=\"domains__list-item-new\">Diagnostic and monitoring systems<\/li>\r\n      <li class=\"domains__list-item-new\">Insurance claim and billing apps<\/li>\r\n      <li class=\"domains__list-item-new\">Pharmacy<\/li>\r\n      <li class=\"domains__list-item-new\">Pharmacovigilance system<\/li>\r\n      <li class=\"domains__list-item-new\">Human resources<\/li>\r\n      <li class=\"domains__list-item-new\">Supply chain<\/li>\r\n      <li class=\"domains__list-item-new\">Computer system validation<\/li>\r\n      <li class=\"domains__list-item-new\">Clinical and biomedical research<\/li>\r\n      <li class=\"domains__list-item-new\">Medical literature processing<\/li>\r\n      <li class=\"domains__list-item-new\">Patient-centered care principles<\/li>\r\n\r\n    <\/div>\r\n  <\/ul>\r\n\r\n\r\n\r\n\r\n\r\n\r\n  <div class=\"domains__descriptions-new\">\r\n\r\n\r\n    <div class=\"domains__descriptions-item-new domains__descriptions-item_active-new\">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Electronic health records (EHRs)<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Electronic health records are records that instantly provide detailed information about\r\n        the health of patients to authorized users. EHRs facilitate data analytics, giving healthcare providers the\r\n        chance to analyze large amounts of data to understand patient care trends, manage diseases, and improve the\r\n        overall healthcare system functionality.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance.jpg\" alt=\"\">\r\n      <\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Laboratory information system (LIS)<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">A laboratory information system is a type of software that manages and optimizes medical laboratories' day-to-day operations \u2014 from ordering tests to conducting data analytics at the population level. LIS collects extensive volumes of laboratory data, creating a rich repository for in-depth analytics.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-1.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Diagnostic and monitoring systems<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Continuous monitoring through wearable devices and sensors provides real-time health metrics, allowing for well-timed alerts and personalized treatment plans. When combined with other health data, this approach can lead to better patient outcomes, resource optimization, and significant cost reduction.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-9.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Insurance claim and billing apps<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Data analytics transforms insurance claims and billing in healthcare by automating the claims and verifications processes \u2014 reducing manual errors and speeding up workflows to keep all details correct and complete. It also helps spot potential fraud by detecting unusual patterns and anomalies, saving healthcare providers and insurers money.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-10.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Pharmacy<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Integrating data analytics in pharmacy operations can optimize inventory management by predicting demand and preventing stockouts or overstocking. It can also identify prescribing patterns and potential adverse drug reactions or ineffectiveness \u2014 strengthening patient safety and mutual trust between patients and healthcare providers.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-11.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Pharmacovigilance system<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">While leveraging data analytics, pharmacovigilance systems significantly improve the monitoring, detection, and prevention of adverse drug reactions (ADRs). Advanced algorithms and machine learning models can detect patterns and correlations that may indicate ADRs and low drug effectiveness, facilitating early intervention and risk mitigation.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-2.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Human resources<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Data analytics helps human resources teams make better informed decisions about hiring, training, and resource allocation while addressing staff needs and providing patients with proper care. The simplest example: by tracking patient satisfaction scores, a hospital might identify particular areas where staff interactions could be improved, leading to more focused staff development.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-6.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Supply chain<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">When it comes to medical supplies and pharmaceuticals, data analytics helps spot seasonal trends and keep an eye on external factors like disease outbreaks or new regulations. By nailing these forecasts, organizations can fine-tune their stock levels. This way, they provide essential items always on hand and avoid the hassle and cost of excess inventory.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-7.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Computer system validation<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Computer system validation in healthcare confirms that all tech used for patient data and medical decisions is reliable and meets regulations. It\u2019s about testing systems to make sure they work as expected, keep data safe, and comply with standards. This process is vital to maintaining patient safety and avoiding costly errors.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-8.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Clinical and biomedical research<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Data analytics transforms clinical and biomedical research by merging data from various sources, such as clinical trials, EHRs, and genomic studies. This integration helps researchers identify new disease patterns, personalize medical care, and discover new drug targets for better treatment.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-3.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Medical literature processing<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Data analytics tools can quickly surf vast medical literature, helping researchers find the most relevant studies, articles, and papers. They can also automatically extract data from multiple studies, enabling comprehensive meta-analyses and systematic reviews. Analytics can identify areas with gaps in research, guiding future studies and funding decisions.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-4.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"domains__descriptions-item-new \">\r\n      <div class=\"slider-title-new\">\r\n        <h3>Patient-centered care principles<\/h3>\r\n      <\/div>\r\n      <p class=\"slider-desc-new\">Combining patient-centered care with data analytics offers some impressive advantages. It helps customize treatments to fit each patient\u2019s needs, helping patients feel more involved in their care plan. Additionally, using data helps manage resources more effectively and makes communication between patients and providers more transparent and productive.<\/p>\r\n      <div class=\"slider-image-block-new\"><img decoding=\"async\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-5.jpg\" alt=\"\"><\/div>\r\n    <\/div>\r\n\r\n\r\n  <\/div>\r\n<\/div>\r\n\r\n\r\n\r\n\r\n\r\n<div class=\"mobile-domains-new domains-1\">\r\n\r\n  <div class=\"mobile-domains-navitem-new active\" data-mobile-domain=\"domain-1\"><span>Electronic health records\r\n      (EHRs)<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Electronic health records are records that instantly provide detailed information about\r\n        the health of patients to authorized users. EHRs facilitate data analytics, giving healthcare providers the\r\n        chance to analyze large amounts of data to understand patient care trends, manage diseases, and improve the\r\n        overall healthcare system functionality.<\/p>\r\n      <img decoding=\"async\"\r\n        src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-2\"><span>Laboratory information system (LIS)<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">A laboratory information system is a type of software that manages and optimizes medical laboratories' day-to-day operations \u2014 from ordering tests to conducting data analytics at the population level. LIS collects extensive volumes of laboratory data, creating a rich repository for in-depth analytics.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-1.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-3\"><span>Diagnostic and monitoring systems<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Continuous monitoring through wearable devices and sensors provides real-time health metrics, allowing for well-timed alerts and personalized treatment plans. When combined with other health data, this approach can lead to better patient outcomes, resource optimization, and significant cost reduction.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-9.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-4\"><span>Insurance claim and billing apps<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Data analytics transforms insurance claims and billing in healthcare by automating the claims and verifications processes \u2014 reducing manual errors and speeding up workflows to keep all details correct and complete. It also helps spot potential fraud by detecting unusual patterns and anomalies, saving healthcare providers and insurers money.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-10.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-5\"><span>Pharmacy<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Integrating data analytics in pharmacy operations can optimize inventory management by predicting demand and preventing stockouts or overstocking. It can also identify prescribing patterns and potential adverse drug reactions or ineffectiveness \u2014 strengthening patient safety and mutual trust between patients and healthcare providers.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-11.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-6\"><span>Pharmacovigilance system<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">While leveraging data analytics, pharmacovigilance systems significantly improve the monitoring, detection, and prevention of adverse drug reactions (ADRs). Advanced algorithms and machine learning models can detect patterns and correlations that may indicate ADRs and low drug effectiveness, facilitating early intervention and risk mitigation.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-2.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-7\"><span>Human resources<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Data analytics helps human resources teams make better informed decisions about hiring, training, and resource allocation while addressing staff needs and providing patients with proper care. The simplest example: by tracking patient satisfaction scores, a hospital might identify particular areas where staff interactions could be improved, leading to more focused staff development.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-6.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-5\"><span>Supply chain<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">When it comes to medical supplies and pharmaceuticals, data analytics helps spot seasonal trends and keep an eye on external factors like disease outbreaks or new regulations. By nailing these forecasts, organizations can fine-tune their stock levels. This way, they provide essential items always on hand and avoid the hassle and cost of excess inventory.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-7.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-5\"><span>Computer system validation<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Computer system validation in healthcare confirms that all tech used for patient data and medical decisions is reliable and meets regulations. It\u2019s about testing systems to make sure they work as expected, keep data safe, and comply with standards. This process is vital to maintaining patient safety and avoiding costly errors.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-8.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-5\"><span>Clinical and biomedical research<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Data analytics transforms clinical and biomedical research by merging data from various sources, such as clinical trials, EHRs, and genomic studies. This integration helps researchers identify new disease patterns, personalize medical care, and discover new drug targets for better treatment.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-3.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-5\"><span>Medical literature processing<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Data analytics tools can quickly surf vast medical literature, helping researchers find the most relevant studies, articles, and papers. They can also automatically extract data from multiple studies, enabling comprehensive meta-analyses and systematic reviews. Analytics can identify areas with gaps in research, guiding future studies and funding decisions.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-4.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n  <div class=\"mobile-domains-navitem-new\" data-mobile-domain=\"domain-5\"><span>Patient-centered care principles<\/span>\r\n    <div class=\"mobile-domain-list-new\">\r\n      <p class=\"slider-desc-new\">Combining patient-centered care with data analytics offers some impressive advantages. It helps customize treatments to fit each patient\u2019s needs, helping patients feel more involved in their care plan. Additionally, using data helps manage resources more effectively and makes communication between patients and providers more transparent and productive.<\/p>\r\n      <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/Continuous-operational-excellence-with-predictive-maintenance-5.jpg\" alt=\"\">\r\n    <\/div>\r\n  <\/div>\r\n\r\n<\/div>\r\n\r\n\r\n<script>\r\n\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    const mobileNavItems = document.querySelectorAll('.domains-1 .mobile-domains-navitem-new');\r\n\r\n    mobileNavItems.forEach(item => {\r\n      item.addEventListener('click', () => {\r\n        const isActive = item.classList.contains('active');\r\n\r\n        \/\/ Collapse all items\r\n        mobileNavItems.forEach(nav => {\r\n          nav.classList.remove('active');\r\n          const ul = nav.querySelector('.domains-1 .mobile-domain-list');\r\n          if (ul) ul.style.maxHeight = '0';\r\n        });\r\n\r\n        \/\/ Expand clicked item only if it was not active\r\n        if (!isActive) {\r\n          item.classList.add('active');\r\n          const ul = item.querySelector('.domains-1 .mobile-domain-list');\r\n          if (ul) ul.style.maxHeight = ul.scrollHeight + 'px';\r\n        }\r\n      });\r\n    });\r\n\r\n    const firstNavItem = mobileNavItems.item(0);\r\n\r\n    if (firstNavItem && !firstNavItem.classList.contains('active')) {\r\n      firstNavItem.click();\r\n    }\r\n  });\r\n\r\n<\/script>\r\n\r\n\r\n<script>\r\n  document.addEventListener('DOMContentLoaded', () => {\r\n    const domainsListItems = document.querySelectorAll(\r\n      '.domains-container-new.domains-1  .domains__list-new  .domain__list_container-new  .domains__list-item-new'\r\n    );\r\n    const domainsDescriptions = document.querySelectorAll(\r\n      '.domains-container-new.domains-1  .domains__descriptions-new  .domains__descriptions-item-new'\r\n    );\r\n\r\n    domainsListItems.forEach((domainsListItem, domainsListItemIndex, arr) => {\r\n      domainsListItem.addEventListener('click', () => {\r\n        arr.forEach((item) => {\r\n          if (item === domainsListItem) {\r\n            item.classList.add('domains__list-item_active-new');\r\n          } else {\r\n            item.classList.remove('domains__list-item_active-new');\r\n          }\r\n        });\r\n        domainsDescriptions.forEach(\r\n          (domainsDescriptionsItem, domainsDescriptionsItemIndex) => {\r\n            if (domainsListItemIndex === domainsDescriptionsItemIndex) {\r\n              domainsDescriptionsItem.classList.add(\r\n                'domains__descriptions-item_active-new'\r\n              );\r\n            } else {\r\n              domainsDescriptionsItem.classList.remove(\r\n                'domains__descriptions-item_active-new'\r\n              );\r\n            }\r\n          }\r\n        );\r\n      });\r\n    });\r\n  })\r\n\r\n<\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f71e31a elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"f71e31a\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<button class=\"domains__toggle-button\">\n    <span class=\"toggle-button_label--show\">Show all<\/span>\n    <span class=\"toggle-button_label--hide\">Show less<\/span>\n<\/button>\n\n<script>\n\"use strict\"\n    \nclass ItemHideButton {\n    constructor(options) {\n        this.init(options)\n    }\n\n    init(options) {\n        const { button, itemsToHideSelector, hiddenItemClass, hiddenButtonLabelClass, numItemsToStayVisible, hideLabel, showLabel, observerOptions, container } = options;\n        \n        this.container = container;\n        this.button = button\n\n        if (!this.button) throw new Error(\"button element for ItemHideButton is not valid\");\n\n        this.hideLabel = hideLabel\n        this.showLabel = showLabel\n\n        if (!this.hideLabel || !this.showLabel) throw new Error(\"label elements for ItemHideButton are not valid\");\n\n        this.numItemsToStayVisible = numItemsToStayVisible;\n        this.hiddenItemClass = hiddenItemClass;\n        this.hiddenButtonLabelClass = hiddenButtonLabelClass;\n\n        const potentialItems = document.querySelectorAll(itemsToHideSelector);\n\n        if (!potentialItems?.length) throw new Error(\"itemsToHideSelector for ItemHideButton is not valid\");\n        else if (potentialItems.length < numItemsToStayVisible) throw new Error(\"numItemsToStayVisible for ItemHideButton is higher than the actual element count\");\n\n        this.controlledItems = [...potentialItems]\n\n        this.connectButton(observerOptions)\n\n        this.hideItems()\n    }\n\n    reset() {\n        this.controlledItems.forEach((item => item.classList.remove(this.hiddenItemClass)))\n        this.observer.disconnect()\n        this.button.removeEventListener(this.clickEventListenner);\n    }\n\n    reInit(options) {\n        this.reset()\n        this.init(options)\n    }\n\n    hideItems() {\n        this.itemsHidden = true;\n        this.controlledItems.slice(this.numItemsToStayVisible).forEach((item => item.classList.add(this.hiddenItemClass)))\n    }\n    showItems() {\n        this.itemsHidden = false;\n        this.controlledItems.slice(this.numItemsToStayVisible).forEach((item => item.classList.remove(this.hiddenItemClass)))\n    }\n\n    connectButton(observerOptions) {\n        this.observeButton(observerOptions)\n\n        this.hideLabel.classList.add(this.hiddenButtonLabelClass)\n\n        this.clickEventListenner = () => {\n\n            if (this.itemsHidden) {\n                this.showItems()\n            } else {\n                const initialHeight = this.container.getBoundingClientRect().height;\n\n                this.hideItems()\n\n                const newHeight = this.container.getBoundingClientRect().height\n\n                window.scrollBy({\n                    left: 0,\n                    top: newHeight - initialHeight,\n                    behavior: \"instant\"\n                });\n            }\n\n            this.hideLabel.classList.toggle(this.hiddenButtonLabelClass)\n            this.showLabel.classList.toggle(this.hiddenButtonLabelClass)\n        }\n\n        this.button.addEventListener(\"click\", this.clickEventListenner);\n    }\n\n    observeButton(observerOptions) {\n        this.toggleButtonVisible = false;\n\n        const actualObserverOptions = observerOptions || {\n            root: null,\n            rootMargin: \"-25px\",\n            threshold: 1.0\n        };\n\n        const observerCallback = (entries, observer) => {\n            entries.forEach((entry) => {\n                console.log(entry.isIntersecting)\n                this.toggleButtonVisible = entry.isIntersecting;\n            })\n        };\n\n        this.observer = new IntersectionObserver(observerCallback, actualObserverOptions);\n\n        this.observer.observe(this.button)\n    }\n}\n<\/script>\n\n<script>\ndocument.addEventListener(\"DOMContentLoaded\", () => {\n    const button = new ItemHideButton(\n        { \n            button:document.querySelector(\".domains__toggle-button\"),\n            hideLabel: document.querySelector(\".domains__toggle-button .toggle-button_label--hide\"), \n            showLabel: document.querySelector(\".domains__toggle-button .toggle-button_label--show\"),\n            \n            itemsToHideSelector:\".mobile-domains-navitem-new\", \n            \n            hiddenItemClass: \"hidden\", \n            hiddenButtonLabelClass: \"hidden\", \n            \n            numItemsToStayVisible: 7, \n            \n            observerOptions: {\n                root: null,\n                rootMargin: \"-25px\",\n                threshold: 1.0\n            },\n            \n            container: document.querySelector(\".mobile-domains-new.domains-1\")\n        }\n    )\n})\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-05b8ef2 e-con-full e-flex e-con e-child\" data-id=\"05b8ef2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-cce6455 e-con-full e-flex e-con e-child\" data-id=\"cce6455\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-440a711 cta-text elementor-widget elementor-widget-text-editor\" data-id=\"440a711\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Data analytics can upgrade every aspect of the healthcare system.<\/h3><p>Want to see what it can do for you?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19bf672 cta-btn elementor-widget elementor-widget-button\" data-id=\"19bf672\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact us now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6dc7bb9 e-con-full e-flex e-con e-child\" data-id=\"6dc7bb9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a26440e elementor-widget elementor-widget-text-editor\" data-id=\"a26440e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><span style=\"font-weight: 400;\">Types of data analytics in healthcare<\/span><\/h2><p>Data analytics helps interpret complex healthcare data, offering valuable insights into patient conditions, treatment efficacy, and potential risk factors. Let&#8217;s look at how various types of healthcare analytics can offer specific insights into historical and current data, aiding providers in recognizing patterns and trends in patient care.<\/p><ul><li><h3><span style=\"font-weight: 400;\">Descriptive analytics<\/span><\/h3><\/li><\/ul><p><span style=\"font-weight: 400;\">Descriptive analytics focuses on understanding past events by analyzing historical trends and metrics, such as personal health or epidemiological data. It provides insights into patterns in patient and public health, serving as the foundation for other types of analytics.<\/span><\/p><ul><li><h3><span style=\"font-weight: 400;\">Prescriptive analytics<\/span><\/h3><\/li><\/ul><p><span style=\"font-weight: 400;\">Prescriptive analytics recommends specific actions to refine and optimize outcomes in patient care, public health interventions, or drug discovery by analyzing combined data and suggesting the best next steps. It also contributes to better resource allocation and process optimization.<\/span><\/p><ul><li><h3><span style=\"font-weight: 400;\">Predictive analytics<\/span><\/h3><\/li><\/ul><p><span style=\"font-weight: 400;\">Predictive analytics uses historical, recent, and real-time data to forecast future events. By analyzing patterns from past data \u2014 such as personal medical data, epidemiological data, and clinical trial data \u2014 predictive models can identify potential health risks and forecast future outcomes of medical or public health interventions.<\/span><\/p><ul><li><h3><span style=\"font-weight: 400;\">Discovery analytics<\/span><\/h3><\/li><\/ul><p><span style=\"font-weight: 400;\">Discovery analytics is beneficial for revealing hidden correlations or trends in complex healthcare datasets. With advanced algorithms applied, it fosters the overall understanding of patient populations, resulting in more targeted interventions and better outcomes.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b32cd0 e-con-full e-flex e-con e-child\" data-id=\"9b32cd0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b7d8152 elementor-widget elementor-widget-video\" data-id=\"b7d8152\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=XDsUsIyEE-0&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8846d94 elementor-widget elementor-widget-text-editor\" data-id=\"8846d94\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><span style=\"font-weight: 400;\">Benefits of data analytics in healthcare<\/span><\/h2><p><span style=\"font-weight: 400;\">Data analytics allows healthcare providers to quickly identify at-risk patients, personalize treatment plans, optimize resource allocation, improve decision-making, and promote better treatment outcomes by leveraging data-driven insights and advanced algorithms. Check out the benefits in detail.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3dedf9 elementor-widget elementor-widget-html\" data-id=\"f3dedf9\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"integr-grid\">\n    <div class=\"integr-grid-item\">\n        <h3>\n            Predictive analytics for patient outcomes\n        <\/h3>\n        <p>\n            Predictive analytics applies advanced algorithms and ML techniques to assess the likelihood of various health conditions or events. It equips healthcare professionals with the information needed to make precise decisions and adopt targeted strategies for improving care and outcomes.<\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            Streamlined operations and optimized resources\n        <\/h3>\n        <p>\n            Predictive models and real-time analytics can forecast admission rates and patient profiles, allowing for more effective staffing and optimal resource use. Thanks to this, facilities can adjust staffing levels more precisely, avoiding the costs associated with both overstaffing and understaffing.<\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            Improved patient care outcomes\n        <\/h3>\n        <p>\n            Data analytics combines EHRs, real-time wearables, clinical trial data, and more to provide a comprehensive view of patient health. This enables early deterioration detection, timely interventions, personalized recommendations, and swift evaluation of care strategies.  \n        <\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            Enhanced data security and compliance\n        <\/h3>\n        <p>\n            Predictive analytics leverages historical data to anticipate security threats and vulnerabilities, effectively helping to prevent potential data breaches and meet privacy regulations such as HIPAA.\n        <\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            Heightened drug safety and effectiveness\n        <\/h3>\n        <p>\n            Monitoring social networks and scientific publication databases helps detect early signals of potential issues, such as new severe adverse drug reactions or increased rates of adverse effects. That means that any emerging risks are identified before they outweigh the drug's benefits.\n        <\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            Accelerated clinical and biomedical research\n        <\/h3>\n        <p>\n            By supporting decentralized design, real-time monitoring, and analysis, data analytics greatly speeds up clinical trials. It generates hypotheses about new treatments, new diagnostic approaches, as well as new understanding of existing medical conditions or new disease or disease phenotypes.\n        <\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            Early detection of public health threats\n        <\/h3>\n        <p>\n            Data analytics can detect early signs of epidemics or pandemics and provide critical details about the location, speed, outbreaks, and demographics of those affected locally. This approach enables well-timed and informed responses to emerging threats.\n        <\/p>\n    <\/div>\n    \n    <div class=\"integr-grid-item\">\n        <h3>\n            More effective day-to-day operational activities\n        <\/h3>\n        <p>\n            Optimized scheduling, reduced patient wait times, and effectively allocated resources \u2014 all this is possible with the data analytics in use. By collecting, storing, and analyzing decentralized data, you can create a more responsive healthcare.\n        <\/p>\n    <\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7dfbb25 e-con-full e-flex e-con e-child\" data-id=\"7dfbb25\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5fcc730 e-con-full e-flex e-con e-child\" data-id=\"5fcc730\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6588e08 cta-text elementor-widget elementor-widget-text-editor\" data-id=\"6588e08\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Precise care and effortless operations are within reach.<\/h3><p>Reimagine healthcare with data analytics.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0740927 cta-btn elementor-widget elementor-widget-button\" data-id=\"0740927\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Let\u2019s start<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8fc5d83 e-con-full e-flex e-con e-child\" data-id=\"8fc5d83\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b860494 elementor-widget elementor-widget-text-editor\" data-id=\"b860494\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Challenges of data analytics implementation<\/h2><p>Integrating data analytics into healthcare and pharmaceutical software involves a range of challenges that are to be expected.\u00a0 Achieving clean data is difficult due to varied sources and inconsistent management. Growing data volumes make storage problematic, while solid security remains a huge concern. Interoperability issues, such as differing standards and slow adoption of tools like FHIR, further complicate data sharing. These challenges show how tricky it is to benefit from data analytics in healthcare\/pharma, but they also highlight why it&#8217;s pivotal to keep working on solving these problems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a533c7 e-con-full e-flex e-con e-child\" data-id=\"0a533c7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4713f1e elementor-widget elementor-widget-text-editor\" data-id=\"4713f1e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u201cThe potential of big data is enormous \u2014 but tapping into its full capabilities requires more than just collecting vast information. It demands a thoughtful approach to data management, scalable storage solutions, and a commitment to the highest industry standards. It&#8217;s a challenging journey but rewarding \u2014 and we&#8217;re here to help you navigate every step of the way.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5dcc762 e-grid e-con-full e-con e-child\" data-id=\"5dcc762\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d4a284 elementor-widget elementor-widget-image\" data-id=\"3d4a284\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"81\" height=\"81\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/1584038839060rg674-2.png\" class=\"attachment-full size-full wp-image-174559\" alt=\"\" srcset=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/1584038839060rg674-2.png 81w, https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/1584038839060rg674-2-12x12.png 12w\" sizes=\"(max-width: 81px) 100vw, 81px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fc86fa quoters elementor-widget elementor-widget-text-editor\" data-id=\"6fc86fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Philip Tikhanovich<\/strong><\/p><p class=\"grey\">Head of Big Data and AI<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e430a6 e-con-full e-flex e-con e-child\" data-id=\"7e430a6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80a177b elementor-widget elementor-widget-text-editor\" data-id=\"80a177b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>The use of data analytics in healthcare: custom solutions with top open-source and commercial technologies<\/h2><p><span style=\"font-weight: 400;\">We build solutions from the ground up, using the best open-source or commercial software \u2014 or a mix of both.<\/span><\/p><p><span style=\"font-weight: 400;\">Need to quickly extract information from medical documents like clinical notes or trial reports? Why not use Amazon Comprehend Medical?<\/span><\/p><p><span style=\"font-weight: 400;\">Want to build a chatbot to chat with patients fast? Azure Health Bot\u2019s the way to go. Innowise can handle it.<\/span><\/p><p><span style=\"font-weight: 400;\">Need highly customized solutions? No worries. Innowise can annotate medical data and develop AI models by following best practices to achieve results that can please clients.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c02df4 e-con-full e-flex e-con e-child\" data-id=\"5c02df4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1664739 e-con-full e-flex e-con e-child\" data-id=\"1664739\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-234016d cta-text elementor-widget elementor-widget-text-editor\" data-id=\"234016d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Our data analytics packages bring exceptional technology to your medical facilities.<\/h3><p>We make integration simple and effective.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d03e05 cta-btn elementor-widget elementor-widget-button\" data-id=\"1d03e05\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#contact-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get started with Innowise today!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48ecf6e e-con-full e-flex e-con e-child\" data-id=\"48ecf6e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-87104dd e-con-full e-flex e-con e-child\" data-id=\"87104dd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a46668d elementor-widget elementor-widget-text-editor\" data-id=\"a46668d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Future of data analytics in healthcare<\/h2><p>The use of data analytics in healthcare and pharma is poised to bring transformative changes where organizations can either reset for future growth or accelerate their current trajectories. Here, advanced technologies like AI, machine learning, and big data offer a bright spot for the industry with their potential to upgrade patient care, improve operational efficiency, and accelerate medical research by enabling descriptive, predictive, prescriptive and discovery analytics. As these technologies evolve, ethical considerations, data privacy, and security will remain essential aspects to continue benefiting from data analytics.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12b7986 e-con-full e-flex e-con e-child\" data-id=\"12b7986\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4b4b62 elementor-widget elementor-widget-text-editor\" data-id=\"a4b4b62\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>The main data analytics aspects that will shape healthcare industry<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19dcc95 e-con-full e-flex e-con e-child\" data-id=\"19dcc95\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-087aeb6 custom-table elementor-widget elementor-widget-html\" data-id=\"087aeb6\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n<div class=\"challenge-table-wrapper\">\r\n    <div class=\"challenge-table\">\r\n        <div class=\"challenge-table__header\">\r\n            <span>Aspect<\/span>\r\n            <span>Description<\/span>\r\n            <span>Impact<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Artificial intelligence<\/span>\r\n            <span>AI algorithms analyze complex medical data, assist in diagnostics, and personalize treatment plans.<\/span>\r\n            <span>Improves diagnostic accuracy, patient outcomes, and satisfaction.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Predictive analytics<\/span>\r\n            <span>Using historical and real-time data to predict patient outcomes and potential health risks.<\/span>\r\n            <span>Enables early intervention and proactive care, reducing hospital readmissions and complications.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Big data integration<\/span>\r\n            <span>Combining diverse data sources (EHRs, wearables, genomics) to provide comprehensive insights.<\/span>\r\n            <span>Facilitates holistic patient care and advanced research by leveraging a wide data range.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Real-time monitoring<\/span>\r\n            <span>Continuous health monitoring through wearable devices and IoT, allowing for immediate medical intervention.<\/span>\r\n            <span>Boosts patient safety and medical care outcomes by enabling timely responses and bringing medical care to the patient's home.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Telemedicine and remote care<\/span>\r\n            <span>Improving remote patient monitoring and telehealth services through data analytics.<\/span>\r\n            <span>Expands care access and supports ongoing patient engagement, especially in remote areas.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Operational efficiency<\/span>\r\n            <span>Streamlining hospital or pharma operations and resource allocation through data-driven decision-making.<\/span>\r\n            <span>Reduces costs, minimizes operational times, and optimizes resource use.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Population health management<\/span>\r\n            <span>Analyzing health trends within populations to inform public health authorities about population health issues.<\/span>\r\n            <span>Improves community health outcomes and supports public health interventions.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Data management<\/span>\r\n            <span>Providing policies and principles to meet security compliance and regulatory standards at local and international levels.<\/span>\r\n            <span>Builds trust between patients, providers, regulators, and the public regarding healthcare\/pharma data use.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Clinical research and trials<\/span>\r\n            <span>Accelerating clinical research and clinical trials with data analytics.<\/span>\r\n            <span>Speeds up new treatment development and increases clinical research validity.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Patient engagement<\/span>\r\n            <span>Utilizing data analytics to better educate patients, help them adhere to treatment plans and navigate in the healthcare environment easily.<\/span>\r\n            <span>Enhances patient satisfaction and health outcomes by fostering active participation in care.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Interoperability<\/span>\r\n            <span>Ensuring a seamless exchange of data across different healthcare or pharma systems.<\/span>\r\n            <span>Elevates coordination and reduces errors by providing standardized information.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Cost reduction<\/span>\r\n            <span>Identifying inefficiencies and reducing healthcare costs through data analysis.<\/span>\r\n            <span>Lowers overall healthcare\/pharma expenses while maintaining or improving quality.<\/span>\r\n        <\/div>\r\n        <div class=\"challenge-table__item\">\r\n            <span>Anomaly detection<\/span>\r\n            <span>Using analytics to detect and notify staff about unusual activities in healthcare or pharma systems<\/span>\r\n            <span>Saves money by identifying and mitigating unusual practices and abnormalities, guaranteeing data integrity and trust between providers and consumers.<\/span>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ec3383 elementor-widget elementor-widget-html\" data-id=\"0ec3383\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<button class=\"serv-grid__toggle-button\">\n    <span class=\"toggle-button_label--show\">Show all<\/span>\n    <span class=\"toggle-button_label--hide\">Show less<\/span>\n<\/button>\n\n\n<script>\ndocument.addEventListener(\"DOMContentLoaded\", () => {\n    const button = new ItemHideButton(\n        { \n            button:document.querySelector(\".serv-grid__toggle-button\"),\n            hideLabel: document.querySelector(\".serv-grid__toggle-button .toggle-button_label--hide\"), \n            showLabel: document.querySelector(\".serv-grid__toggle-button .toggle-button_label--show\"),\n            \n            itemsToHideSelector:\".challenge-table__item\", \n            \n            hiddenItemClass: \"hidden\", \n            hiddenButtonLabelClass: \"hidden\", \n            \n            numItemsToStayVisible: 7, \n            \n            observerOptions: {\n                root: null,\n                rootMargin: \"-25px\",\n                threshold: 1.0\n            },\n            \n            container: document.querySelector(\".challenge-table-wrapper\")\n        }\n    )\n})\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad724ad elementor-widget elementor-widget-text-editor\" data-id=\"ad724ad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><span style=\"font-weight: 400;\">Conclusion<\/span><\/h2><p style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">With data analytics in healthcare, we&#8217;re seeing real changes: better patient care, more efficient operations, and individual treatment plans. This isn&#8217;t just about keeping up \u2014 it&#8217;s about seizing a major opportunity to transform healthcare. Move forward with Innowise, as we are always here to turn your ideas into winning projects.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f9870bb e-con-full e-flex e-con e-child\" data-id=\"f9870bb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-825303e elementor-widget elementor-widget-heading\" data-id=\"825303e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf85138 faq elementor-widget elementor-widget-html\" data-id=\"bf85138\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"c-section__container\">\n    <div class=\"custom-faq-acc__container\">\n\n        <div class=\"c-accordion--faq custom-faq-acc__accordion\">\n\n\n            <div class=\"c-accordion__item\">\n                <div class=\"c-accordion__trigger custom-faq-acc__accordion-trigger\">\n                    <div class=\"c-accordion__header\">\n                        <button class=\"c-accordion__toggle-button\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg\"\n                                alt=\"toggle-icon\">\n                        <\/button>\n                        <span class=\"c-accordion__title\">What is the role of data analytics in healthcare?<\/span>\n                    <\/div>\n                    <div class=\"c-accordion__panel custom-faq-acc__content\">\n\n                        <div class=\"custom-faq-acc__content__column\">\n                            <p>In healthcare, data analytics leverages current and historical data to gain insights at both macro and micro levels, supporting the decision-making process. By using healthcare and pharma data analytics, providers can enhance patient care, achieve faster and more accurate diagnoses, implement preventive measures, offer more personalized treatments, and faster discover and market new medicines and treatments.<\/p>\n                        <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n            \n            <div class=\"c-accordion__item\">\n                <div class=\"c-accordion__trigger custom-faq-acc__accordion-trigger\">\n                    <div class=\"c-accordion__header\">\n                        <button class=\"c-accordion__toggle-button\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg\"\n                                alt=\"toggle-icon\">\n                        <\/button>\n                        <span class=\"c-accordion__title\">How can data analytics improve patient care?<\/span>\n                    <\/div>\n                    <div class=\"c-accordion__panel custom-faq-acc__content\">\n\n                        <div class=\"custom-faq-acc__content__column\">\n                            <p>Data analytics solutions for healthcare enables better patient care and improves treatment outcomes by analyzing data from electronic health records (EHRs) and other sources such as disease registries and clinical trials. It helps identify at-risk individuals who might need preventive measures, which reduces costs, minimizes hospitalizations, and improves the diagnosis and treatment.<\/p>\n                        <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n            \n            <div class=\"c-accordion__item\">\n                <div class=\"c-accordion__trigger custom-faq-acc__accordion-trigger\">\n                    <div class=\"c-accordion__header\">\n                        <button class=\"c-accordion__toggle-button\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg\"\n                                alt=\"toggle-icon\">\n                        <\/button>\n                        <span class=\"c-accordion__title\">What challenges exist in implementing data analytics in healthcare?<\/span>\n                    <\/div>\n                    <div class=\"c-accordion__panel custom-faq-acc__content\">\n\n                        <div class=\"custom-faq-acc__content__column\">\n                            <p>One of the challenges in data analysis and mining within the healthcare sector is the adept management and sophisticated analysis of unstructured data. This requires the deployment of advanced methodologies such as text analysis, natural language processing, and image recognition techniques to distill meaningful insights from clinical notes, research publications, medical imagery, and more.<\/p>\n                        <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n            \n            <div class=\"c-accordion__item\">\n                <div class=\"c-accordion__trigger custom-faq-acc__accordion-trigger\">\n                    <div class=\"c-accordion__header\">\n                        <button class=\"c-accordion__toggle-button\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg\"\n                                alt=\"toggle-icon\">\n                        <\/button>\n                        <span class=\"c-accordion__title\">How can data analytics help in managing healthcare costs?<\/span>\n                    <\/div>\n                    <div class=\"c-accordion__panel custom-faq-acc__content\">\n\n                        <div class=\"custom-faq-acc__content__column\">\n                            <p>Through assessing cost patterns and resource utilization, healthcare facilities can pinpoint inefficiencies and streamline operations, leading to significant cost reductions. For example, using data analytics to identify patient care bottlenecks or predict equipment needs can help hospitals operate more smoothly, reduce waste, and eventually provide better care.<\/p>\n                        <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n            \n            <div class=\"c-accordion__item\">\n                <div class=\"c-accordion__trigger custom-faq-acc__accordion-trigger\">\n                    <div class=\"c-accordion__header\">\n                        <button class=\"c-accordion__toggle-button\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg\"\n                                alt=\"toggle-icon\">\n                        <\/button>\n                        <span class=\"c-accordion__title\">How does data analytics support clinical research?<\/span>\n                    <\/div>\n                    <div class=\"c-accordion__panel custom-faq-acc__content\">\n\n                        <div class=\"custom-faq-acc__content__column\">\n                            <p>Data analytics supports clinical research by uncovering hidden patterns and trends from datasets that combine data from different sources like clinical trials, pharmacovigilance databases, EMRs, scientific literature, and omics databases. It enables generated drug target candidates or repurposes already existing drugs.<\/p>\n                        <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n            \n            <div class=\"c-accordion__item\">\n                <div class=\"c-accordion__trigger custom-faq-acc__accordion-trigger\">\n                    <div class=\"c-accordion__header\">\n                        <button class=\"c-accordion__toggle-button\">\n                            <img decoding=\"async\" src=\"https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg\"\n                                alt=\"toggle-icon\">\n                        <\/button>\n                        <span class=\"c-accordion__title\">Can data analytics help in public health management?<\/span>\n                    <\/div>\n                    <div class=\"c-accordion__panel custom-faq-acc__content\">\n\n                        <div class=\"custom-faq-acc__content__column\">\n                            <p>Information from electronic health records, insurance claims, and additional sources help identify potential public health issues, such as outbreaks, and timely inform public health authorities. This approach improves individual patient outcomes and supports local communities in addressing social inequalities.<\/p>\n                        <\/div>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n\n<\/div>\n\n    <script src=\"https:\/\/innowise.com\/wp-content\/themes\/hello-elementor\/assets\/js\/accordion.min.js\"><\/script>\n\n    <script>\n        window.addEventListener(\"DOMContentLoaded\", (event) => {\n\n            const siteLanguage = document.documentElement.getAttribute(\"lang\").toLowerCase();\n\n            function initAccordion(element) {\n                if (!element) return;\n\n                new Accordion(element, {\n                    duration: 200,\n                    showMultiple: false,\n                    onOpen: function (currentElement) {\n                        const img = currentElement.querySelector('.c-accordion__toggle-button img');\n                        img.src = 'https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/close-accordion.svg';\n                    },\n                    onClose: function (currentElement) {\n                        const img = currentElement.querySelector('.c-accordion__toggle-button img');\n                        img.src = 'https:\/\/innowise.com\/wp-content\/uploads\/2022\/02\/open-accordion.svg';\n                    },\n                    elementClass: 'c-accordion__item',\n                    triggerClass: 'c-accordion__trigger',\n                    panelClass: 'c-accordion__panel',\n                    activeClass: 'c-accordion__item_active',\n                });\n            }\n\n\n            initAccordion(document.querySelector(\".c-accordion--faq\"))\n        })\n    <\/script>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a19950 author-wrapper elementor-hidden-desktop e-con-full e-flex e-con e-child\" data-id=\"9a19950\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-369264c elementor-hidden-desktop elementor-widget elementor-widget-html\" data-id=\"369264c\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"author-wrap\">\r\n  <div class=\"author-info\">\r\n        <img decoding=\"async\"\r\n        class=\"author-info__img\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/1584038839060rg674-2.png\"\r\n          width=\"50\"\r\n          height=\"50\"\r\n          alt=\"author\"\r\n        \/>\r\n        <div class=\"author-info__personal-data\">\r\n            <span class=\"author-info__personal-data__name\">\r\n                Philip Tikhanovich\r\n            <\/span>\r\n          <span class=\"author-info__role\">Head of Big Data Department<\/span>\r\n        <\/div>\r\n      <\/div>\r\n      <div class=\"author-gray-line\"><\/div>\r\n      <div class=\"author-date-publish\">\r\n        <span>Date:<\/span> <span>Nov 27, 2024<\/span>\r\n      <\/div>\r\n  <div class=\"author-gray-line\"><\/div>\r\n  <div class='author-share-buttons'>\r\n    <span>Share:<\/span>\r\n    <button class=\"share-button facebook\"><svg width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"\r\n          xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n          <g clip-path=\"url(#clip0_51466_22853)\">\r\n            <path\r\n              d=\"M14.1677 25.8047V15.758H17.4323L17.929 11.8714H14.1677V9.37802C14.1677 8.27802 14.4516 7.47135 16.0129 7.47135H18V3.95135C17.6452 3.87802 16.4387 3.80469 15.0903 3.80469C12.1806 3.80469 10.1935 5.63802 10.1935 8.93802V11.8714H7V15.758H10.2645V25.8047H14.1677Z\" \/>\r\n          <\/g>\r\n          <defs>\r\n            <clipPath id=\"clip0_51466_22853\">\r\n              <rect width=\"24\" height=\"24\" fill=\"white\" transform=\"translate(0 0.804688)\" \/>\r\n            <\/clipPath>\r\n          <\/defs>\r\n        <\/svg><\/button>\r\n      <button class=\"share-button linkedin\"><svg width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"\r\n          xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n          <g clip-path=\"url(#clip0_51466_22855)\">\r\n            <path\r\n              d=\"M2.30769 24.8047H6.46154V11.4201H2.30769V24.8047ZM4.38462 4.80469C3.07692 4.80469 2 5.88161 2 7.1893C2 8.497 3.07692 9.57392 4.38462 9.57392C5.69231 9.57392 6.76923 8.497 6.76923 7.1893C6.76923 5.88161 5.69231 4.80469 4.38462 4.80469ZM17 11.1124C15 11.1124 13.6154 12.1893 13.0769 13.2662H13V11.4201H9V24.8047H13.1538V18.1893C13.1538 16.4201 13.4615 14.7278 15.6154 14.7278C17.7692 14.7278 17.7692 16.7278 17.7692 18.2662V24.8047H22V17.497C22 13.8816 21.2308 11.1124 17 11.1124Z\" \/>\r\n          <\/g>\r\n          <defs>\r\n            <clipPath id=\"clip0_51466_22855\">\r\n              <rect width=\"24\" height=\"24\" fill=\"white\" transform=\"translate(0 0.804688)\" \/>\r\n            <\/clipPath>\r\n          <\/defs>\r\n        <\/svg>\r\n      <\/button>\r\n      <button class=\"share-button twitter\"><svg width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"\r\n          xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n          <g clip-path=\"url(#clip0_51466_22857)\">\r\n            <path\r\n              d=\"M13.8417 14.4265L20.3986 6.80469H18.8448L13.1514 13.4226L8.60414 6.80469H3.35938L10.2358 16.8121L3.35938 24.8047H4.91325L10.9256 17.816L15.7279 24.8047H20.9727L13.8413 14.4265H13.8417ZM11.7134 16.9003L11.0167 15.9037L5.47313 7.9744H7.85979L12.3335 14.3736L13.0302 15.3701L18.8456 23.6882H16.4589L11.7134 16.9006V16.9003Z\" \/>\r\n          <\/g>\r\n          <defs>\r\n            <clipPath id=\"clip0_51466_22857\">\r\n              <rect width=\"24\" height=\"24\" fill=\"white\" transform=\"translate(0 0.804688)\" \/>\r\n            <\/clipPath>\r\n          <\/defs>\r\n        <\/svg><\/button>\r\n      <button class=\"share-button telegram\"><svg width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"\r\n          xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n          <path\r\n            d=\"M19.6861 6.49338L3.70031 13.3481C3.70031 13.3481 2.94364 13.6308 3.00336 14.1531C3.06308 14.6754 3.68001 14.9149 3.68001 14.9149L7.70109 16.3949L17.357 9.69227C17.357 9.69227 17.9142 9.32211 17.8945 9.69227C17.8945 9.69227 17.9942 9.75755 17.6956 10.0624C17.397 10.3673 10.1109 17.5263 10.1109 17.5263L9.58592 22.4206C9.80809 22.5264 10.0111 22.3579 10.0111 22.3579L12.6096 19.7681L16.6606 23.1629C17.7553 23.6851 18.1536 22.5969 18.1536 22.5969L21 6.90728C21 5.86274 19.6861 6.49338 19.6861 6.49338Z\" \/>\r\n        <\/svg><\/button>\r\n  <\/div>\r\n<\/div>\r\n\r\n<script>\r\n  const shareButtons = document.querySelectorAll('.share-button');\r\n\r\n  shareButtons.forEach(button => {\r\n    button.addEventListener('click', () => {\r\n      const url = window.location.href;\r\n      const platform = button.classList[1];\r\n\r\n      let shareUrl;\r\n      switch (platform) {\r\n        case 'facebook':\r\n          shareUrl = `https:\/\/www.facebook.com\/sharer\/sharer.php?u=${encodeURIComponent(url)}`;\r\n          break;\r\n        case 'twitter':\r\n          shareUrl = `https:\/\/twitter.com\/share?url=${encodeURIComponent(url)}`;\r\n          break;\r\n        case 'linkedin':\r\n          shareUrl = `https:\/\/www.linkedin.com\/shareArticle?url=${encodeURIComponent(url)}`;\r\n          break;\r\n        case 'telegram':\r\n          shareUrl = `https:\/\/telegram.me\/share\/url?url=${encodeURIComponent(url)}`;\r\n          break;\r\n\r\n      }\r\n      window.open(shareUrl, '_blank');\r\n    });\r\n  });\r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff67cd7 elementor-hidden-mobile e-con-full elementor-hidden-tablet e-flex e-con e-child\" data-id=\"ff67cd7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52a6a00 elementor-widget elementor-widget-shortcode\" data-id=\"52a6a00\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[post_share]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b4194f0 table-content-container e-con-full e-flex e-con e-child\" data-id=\"b4194f0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-50b0ba2 author-wrapper e-con-full e-flex e-con e-child\" data-id=\"50b0ba2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0d4682 elementor-widget elementor-widget-html\" data-id=\"f0d4682\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"author-wrap\">\r\n       <div class=\"author-info\">\r\n        <img decoding=\"async\"\r\n        class=\"author-info__img\"\r\n          src=\"https:\/\/innowise.com\/wp-content\/uploads\/2024\/11\/1584038839060rg674-2.png\"\r\n          width=\"50\"\r\n          height=\"50\"\r\n          alt=\"author\"\r\n        \/> \r\n        <div class=\"author-info__personal-data\">\r\n            <a href=\"\/authors\/philip-tikhanovich\/\" class=\"author-info__personal-data__name\">\r\n                Aleh Yafimau\r\n\r\n            <\/a>\r\n          <span class=\"author-info__role\">Senior Technical Delivery Manager in Healthcare and MedTech\r\n<\/span>\r\n        <\/div>\r\n      <\/div>\r\n      <div class=\"author-gray-line\"><\/div>\r\n      <div class=\"author-date-publish\">\r\n        <span>Date:<\/span> <span>Nov 27, 2024<\/span>\r\n      <\/div>\r\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d297df e-con-full stickyTable stickyWrapper72 e-flex e-con e-child\" data-id=\"5d297df\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c4ccf2d author-block e-con-full e-flex e-con e-child\" data-id=\"c4ccf2d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ad3e96 ddcv elementor-widget elementor-widget-html\" data-id=\"2ad3e96\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\r\n\r\n\/*.article-description > .e-con-inner{*\/\r\n\/*     align-items: baseline !important;*\/\r\n\/*}*\/\r\n\r\n.stickyWrapper72{\r\n    position: sticky;\r\n    top: 72px;\r\n    bottom: auto;   \r\n}  \r\n\r\n<\/style>\r\n\r\n<script>\r\ndocument.addEventListener(\"DOMContentLoaded\", ()=>{\r\n        \r\nconst headerElement = document.querySelector(\".new-menu\");\r\n\r\nconst stickyElement = document.querySelector(\".stickyWrapper72\");\r\n\r\nconst headerElementH = headerElement.clientHeight;\r\n\r\n\r\nstickyElement.style.top =  headerElementH + 60 + \"px\";\r\n        \r\n});\r\n<\/script>\r\n\r\n<!--NOTE Change data-id in wrapper styles for hide this block on the mobile device screen-->\r\n<div class=\"toc-wrapper\">\r\n  <h4 class=\"toc-title\">Table of contents<\/h4>\r\n  <div class=\"toc toc-2\"><\/div>\r\n<\/div>\r\n\r\n<script>\r\n  \/\/NOTE Add the value from h2 as the key and the text you want to display as the key value in LINKS variable:\r\n  \/\/   const LINKS = {\r\n  \/\/       \"The demand for retail digital transformation\": \"The demand\"\r\n  \/\/   }\r\n\r\n  const LINKS = {\r\n    \"Unleashing the power of .NET 8\": \"gggggg\",\r\n    \"Revamping legacy systems: unlocking business potential through software modernization\":\r\n      \"hello\",\r\n  };\r\n\r\n  const OFFSET = 70;\r\n   const PADDING_BOTTOM_FOR_SCROLL = 100;\r\n  let headerList = [];\r\n  let allLinks = [];\r\n  \r\n  let ticking = false;\r\n     \r\n\r\n  const createList = () => {\r\n      \r\n      console.log('create');\r\n      \r\n      \r\n    const tocTarget = document.querySelector(\".toc.toc-2\");\r\n    const toc = document.createElement(\"ul\");\r\n    \r\n    \r\n    \r\n     headerList = [...document.querySelectorAll(\"h2\")];\r\n\r\n\r\n    \r\n    headerList = headerList.slice(0, -3);\r\n    \r\n    \r\n    \r\n    \r\n   headerList.forEach((header,index) => {\r\n      const headerId = header.getAttribute(\"id\");\r\n      const headerText =\r\n        header.dataset.title && header.dataset.title !== \"\"\r\n          ? header.dataset.title\r\n          : header.textContent;\r\n          \r\n\r\n      const headerTocText = header.dataset.title;\r\n\r\n      const idFromText =\r\n        !headerId || headerId === \"\"\r\n          ? headerText\r\n              .toLowerCase()\r\n              .replace(\/[^\\w ]+\/g, \"\")\r\n              .replace(\/ +\/g, \"-\")\r\n          : headerId;\r\n          \r\n         \r\n\r\n      const newListItem = document.createElement(\"li\");\r\n      const newLink = document.createElement(\"a\");\r\n      newLink.setAttribute(\"href\", \"#\" + idFromText);\r\n      newLink.textContent = LINKS[headerText] || headerText;\r\n\r\n      newLink.addEventListener(\"click\", (e) => {\r\n          \r\n        e.preventDefault();\r\n        const y =\r\n          header.getBoundingClientRect().top +\r\n          window.pageYOffset -\r\n          PADDING_BOTTOM_FOR_SCROLL -\r\n          OFFSET;\r\n          ticking = true; \r\n        window.scrollTo({ top: y, behavior: \"smooth\" });\r\n        \r\n        setTimeout(()=>{\r\n            ticking = false;\r\n        },500);\r\n        \r\n      });\r\n      \r\n\r\n      newListItem.appendChild(newLink);\r\n    toc.appendChild(newListItem);\r\n    \r\n    \r\n    });\r\n    tocTarget.appendChild(toc);\r\n    allLinks = Array.from(document.querySelector(\".toc.toc-2\").querySelectorAll(\"ul li\"));\r\n  };\r\n\r\n  const setContainerHeight = () => {\r\n    const windowHeight = window.innerHeight;\r\n    const tocContainer = document.querySelector(\".ddcv\");\r\n\r\n    tocContainer.style.maxHeight = \"calc(100vh - 230px)\";\r\n    tocContainer.style.minHeight = \"200px\";\r\n  };\r\n\r\n\r\n  const checkScroll = () => {\r\n      const windowHeight = window.innerHeight;\r\n      const scrollTop = window.scrollY || document.documentElement.scrollTop;\r\n\r\n      let selectedHeaderIndex = -1;\r\n\r\n      headerList.forEach((header, index) => {\r\n        \r\n  const posTop = header.getBoundingClientRect().top;\r\n       \r\n\r\n const isInViewport = posTop + elem.clientHeight <= window.innerHeight ;\r\n \r\n\r\n \r\n if(isInViewport){\r\n      selectedHeaderIndex = index;\r\n }\r\n        \r\n\r\n\r\n        \r\n      });\r\n      \r\n\r\n\r\n        allLinks.forEach((link, i) => {\r\n            if(i === selectedHeaderIndex){\r\n              link.classList.remove(\"pre-active\");  \r\n              link.classList.add(\"active\");\r\n            }\r\n            if(i < selectedHeaderIndex){\r\n              link.classList.add(\"pre-active\"); \r\n               link.classList.remove(\"active\");\r\n            }\r\n             if(i > selectedHeaderIndex){\r\n            link.classList.remove(\"pre-active\");\r\n            link.classList.remove(\"active\");\r\n            }\r\n            \r\n            \r\n            \r\n        });\r\n        \r\n\r\n\r\n  };\r\n\r\n  const loadAllImages = () => {\r\n    const images = document.getElementsByTagName(\"img\");\r\n\r\n    for (let i = 0; i < images.length; i++) {\r\n      const img = images[i];\r\n      const src = img.getAttribute(\"data-src\") || img.src;\r\n      img.src = src;\r\n    }\r\n  };\r\n\r\n  loadAllImages();\r\n  \r\n  \r\n  \r\n\r\n\r\n  document.addEventListener(\"DOMContentLoaded\", () => {\r\n     setTimeout(()=>{\r\n           createList();\r\n    setContainerHeight();\r\n  \r\n    \r\n    document.addEventListener(\"scroll\", (event) => {\r\n  if (!ticking) {\r\n    checkScroll();\r\n  }\r\n});\r\n    \r\n    \r\n},300) \r\n\r\n    \r\n  });\r\n\r\n\r\n  \r\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a32385 e-flex e-con-boxed e-con e-parent\" data-id=\"9a32385\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-037cb15 elementor-widget elementor-widget-shortcode\" data-id=\"037cb15\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f100240-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"100240\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/es\/wp-json\/wp\/v2\/posts\/174534#wpcf7-f100240-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" enctype=\"multipart\/form-data\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"100240\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f100240-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<style>\n#form-templates .contact__info {\n  background-color: #f4f4f4;\n  padding: 70px 44px 70px 50px;\n  position: relative;\n  max-width: 540px;\n  width: 100%;\nborder: 1px solid #AEB1B7;\n}\n\n#form-templates .contact__info-background {\n  z-index: -1;\n  position: absolute;\n  top: 20px;\n  left: 20px;\n  width: 100%;\n  height: 100%;\n  border: 1px dashed #ef4557;\n}\n\n\n#form-templates .new-container{\ndisplay: flex;\njustify-content: space-between;\nflex-wrap: wrap;\n}\n\n\n#form-templates{\npadding: 100px 15px 100px 15px;        \n}\n\n#form-templates .contact__info-heading {\n  font-family: 'Sora' !important;\n  font-style: normal !important;\n  font-weight: 400 !important;\n  font-size: 36px !important;\n  line-height: 46px !important;\n  color: #2E2E2E !important;\n   margin-bottom: 60px !important;\n\n}\n\n\n#form-templates .message label{\ncolor: #585858 !important;   \n}\n\n.elementor-widget-container.form-template h2,.elementor-widget-container.form-template h1{\n font-size: 60px !important;\n  line-height: 70px !important;\n  font-family: \"Sora\", Sans-serif;\n  font-weight: 400;\n  margin: 0;  \n  margin-bottom: 20px;\n}\n\n\n\n\n.elementor-widget-container.form-template p{\n  font-family: \"Karla\", Sans-serif;\n  font-size: 22px;\n  font-weight: 400;\n  line-height: 28px;\n  color: var( --e-global-color-primary );\n  max-width: 700px;\n  margin: 0; \n  margin-bottom: 40px;\n} \n  \n\n\n.new-container #spinner{\nwidth: 50%;\nmax-width: 700px;\n}\n\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:30px; \n    \n}\n\n\n#form-templates .contact__info-heading {\n  margin-bottom: 67px;\n  font-size: 36px;\n  font-family: karla;\n  color:  #2E2E2E;\n\n  line-height: 49px;\n}\n\n#form-templates .contact__info-steps {\n  display: flex;\n  flex-direction: column;\n  max-width: 425x;\n  row-gap: 20px;\n  border-left: 1px solid #2e2e2e;\n}\n\n#form-templates .contact__info-block {\n  position: relative;\n  padding-left: 45px;\n}\n\n#form-templates .contact__info-block:last-child {\n  box-shadow: -1px 0 0 1px #f4f4f4;\n}\n\n#form-templates .contact__info-step {\n  position: absolute;\n  border: 1px solid #2e2e2e;\n  width: 40px;\n  height: 40px;\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  border-radius: 20px;\n  left: -20px;\n  top: -8px;\n  background-color: #F4F4F4;\n  color:  #2E2E2E;\n\nfont-family: Karla;\nfont-weight: 700;\nfont-size: 18px;\nline-height: 28px;\n\n}\n\n.elementor-widget-global .contact__info-step {\n        color:  #2E2E2E;\n}\n\n#form-templates .contact__info-text {\n  margin: 0;\n  font-size: 16px;\n  line-height: 26px;\n  color: #2E2E2E;\n  font-family: karla;\n\n  width: 100%;\n}\n\n\n#form-templates .contact-us__send{\nflex-shrink: 0;\nmargin-top:0;\n}\n\n\n\n@media screen and (max-width: 1279px) {\n    .new-container #spinner{\n        width: 100%;\n        max-width:100%;\n        margin-bottom:40px;\n    }\n    \n\n    .new-container .contact__info {\n        max-width: 700px !important;\n    }\n    \n}\n\n\n@media screen and (max-width: 1279px) {\n#form-templates{\npadding: 60px 15px 70px 15px;     \n}\n}\n\n\n\n@media screen and (max-width: 767px) {\n\n#form-templates .new-container #spinner div.contact-us__wrapper:nth-child(6){\ngap:20px; \n \n}\n\n\n  #form-templates .contact__info {\n    padding: 20px 20px 40px 40px;\n    margin: 0 auto;\n  }\n\n\n#form-templates{\npadding: 40px 15px 50px 15px;  \n    \n}\n\n  \n   .new-container #spinner{\n       \n    margin-bottom:30px;   \n   }\n   \n   \n   .elementor-widget-container.form-template h2,.elementor-widget-container.form-template h1{\n   font-size: 32px !important;\n    line-height: 42px !important;    \n   }\n   \n   \n   .elementor-widget-container.form-template p{\n       \n    font-size: 16px;\n    line-height: 20px;  \n    margin-bottom: 30px;\n \n       \n   }\n   \n   #form-templates .contact__info-heading{\n   font-size: 24px !important;\n    line-height: 49px !important;    \n       \n   }\n   \n\n.mailToContact{\nmargin-top: 10px !important;        \n}\n   \n\n  #form-templates .contact__info-heading {\n    font-size: 24px;\n    margin-bottom: 37px;\n  }\n\n  #form-templates .contact__info-background {\n    top: 10px;\n    left: 10px;\n  }\n\n  #form-templates .contact__info-text {\n    font-size: 12px;\n    line-height: 20px;\n  }\n  \n  \n  #form-templates .contact__info-heading {\n   margin-bottom: 35px !important;\n\n}\n\n}\n\n@media (max-width: 767px) {\n    .mailToContact {\n        max-width: 100%;\n    }\n}\n<\/style>\n\n<script>\nwindow.addEventListener('hashchange',function(e){if(window.history.pushState){window.history.pushState('','\/',window.location.pathname)}else{window.location.hash=''}})\n<\/script>\n\n\n<div id=\"form-templates\">\n<div class=\"elementor-widget-container form-template\">\n<a name=\"contact-form\"><\/a>\n<h2>Contact us<\/h2>\n<p><a id=\"calendlylink\" style=\"color: #c63031; border-bottom: 1px solid #c63031; padding: 0;\">Book a call<\/a> or fill out the form below and we\u2019ll get back to you once we\u2019ve processed your request.<\/p>\n<\/div>\n\n<div class=\"new-container\">\n\n\n<div class=\"contact-us__main\" id=\"spinner\" data-no-defer=\"1\">\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"name\">\n<label>Name<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"field_name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__name\" id=\"contact-name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name*\" value=\"\" type=\"text\" name=\"field_name\" \/><\/span>\n<\/div>\n\n<div class=\"company\">\n<label>Company<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required contact-us__company\" id=\"contact-company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Company*\" value=\"\" type=\"text\" name=\"company\" \/><\/span>\n<\/div>\n\n<\/div>\n\n<div class=\"contact-us__wrapper\">\n\n<div class=\"email\">\n<label>Email<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email contact-us__email\" id=\"contact-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Corporate email*\" value=\"\" type=\"email\" name=\"email\" \/><\/span>\n<\/div>\n\n<div class=\"phone\">\n<label>Phone<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"tel\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel contact-us__phone\" id=\"contact-phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Phone*\" value=\"\" type=\"tel\" name=\"tel\" \/><\/span>\n<\/div>\n\n<\/div>\n<div class=\"contact-us__wrapper subj\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-recipient\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-subj_js\" aria-invalid=\"false\" name=\"your-recipient\"><option value=\"\">Subject*<\/option><option value=\"IT staff augmentation\">IT staff augmentation<\/option><option value=\"Turnkey product development\">Turnkey product development<\/option><option value=\"Support and enhancement\">Support and enhancement<\/option><option value=\"Careers\">Careers<\/option><option value=\"Other\">Other<\/option><\/select><\/span>\n\n<span class=\"wpcf7-form-control-wrap\" data-name=\"form-field-budget_js\"><select class=\"wpcf7-form-control wpcf7-select\" id=\"form-field-budget_js\" aria-invalid=\"false\" name=\"form-field-budget_js\"><option value=\"\">Project budget<\/option><option value=\"Under $15K\">Under $15K<\/option><option value=\"$15K-$30K\">$15K-$30K<\/option><option value=\"$30K-$100K\">$30K-$100K<\/option><option value=\"$100K-$250K\">$100K-$250K<\/option><option value=\"$250K-$500K\">$250K-$500K<\/option><option value=\"More than $500K\">More than $500K<\/option><\/select><\/span>\n\n<\/div>\n\n\n<div class=\"message\">\n<label>Message<\/label>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea cols=\"40\" rows=\"1\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required contact-us__message\" id=\"contact-message\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Describe your needs in detail*\" name=\"message\"><\/textarea><\/span>\n<\/div>\n\n<div class=\"atvoice-wrap\">\n\n<div class=\"voice-wrap\">\n<span id=\"voice-mut\" class=\"voicetext\">Send us a voice message<\/span>\n         <div class=\"qc_voice_audio_wrapper\">\n            <div class=\"qc_voice_audio_container\">\n                <div class=\"qc_voice_audio_upload_main\" id=\"qc_audio_main\">\n                    <a class=\"qc_audio_record_button\" id=\"qc_audio_record\" href=\"#\" aria-label=\"Record an audio message\">\n                        <span class=\"dashicons dashicons-microphone\"><\/span> \u00a0<\/a> \n                <\/div>\n\n                <div class=\"qc_voice_audio_recorder\" id=\"qc_audio_recorder\" style=\"display:none\">\n\n                <\/div>\n                <div class=\"qc_voice_audio_display\" id=\"qc_audio_display\"  style=\"display:none\">\n                    <audio id=\"qc-audio\" controls src=\"\"><\/audio>\n                    <span title=\"Remove and back to main upload screen.\" class=\"qc_audio_remove_button dashicons dashicons-trash\"><\/span>\n                <\/div>\n            <\/div>\n            <input type=\"hidden\" value=\"\" name=\"qcwpvoicemessage\" id=\"qc_audio_url\" \/>\n        <\/div>\n        \n<\/div>\n\n\n<div class=\"attach-wrap\">\n<span class=\"voicetext\">Attach documents<\/span>\n\n<div class='attachment'>\n\n<div class=\"downloaded\">\n<span><\/span>\n<div class=\"deleteFile\"><\/div>\n<\/div>\n\n<div class=\"attachmentButton\" onclick=\"(function cl(e){if(e.target.nodeName == 'DIV'){e.target.parentNode.children[1].children[0].click(); }})(arguments[0]);\">\n\n<div class=\"innerText\">Upload file<\/div>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"att-files\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-file\" accept=\".jpg,.png,.jpeg,.pdf\" aria-invalid=\"false\" type=\"file\" name=\"att-files\" \/><\/span>\n\n<div class=\"tip\" onclick=\"event.stopPropagation()\">\n<p>You can attach 1 file up to 2MB. Valid file formats: pdf, jpg, jpeg, png.<\/p>\n<\/div>\n\n<\/div>\n\n<\/div>\n\n<\/div>\n\n\n\n<\/div>\n\n<div class=\"contact-us__wrapper\"> \n<p class=\"pp\">By clicking Send, you consent to Innowise processing your personal data per our<a href=\"\/privacy-notice\/\"> Privacy Policy <\/a>to provide you with relevant information. By submitting your phone number, you agree that we may contact you via voice calls, SMS, and messaging apps. Calling, message, and data rates may apply.<\/p>\n\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"scoring_point\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmCampaign\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmContent\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmMedium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmSource\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utmTerm\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"location\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"city\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"ip\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"Summ\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"gclid\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"rating\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"urlCompany\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"urlWithParams\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"audioMessageLink\" \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner contact-us__send\" id=\"contact-send-button\" type=\"submit\" value=\"Send\" \/>\n<\/div>\n\n<div class='mailToContact'>You can also send us your request <\/br>to <a href=\"mailto:contact@innowise.com\">contact@innowise.com<\/a><\/div>\n\n<\/div>\n\n<div class=\"elementor-widget-container\" style=\"z-index:1;\">\n<div class=\"contact__info\">\n  <div class=\"contact__info-background\"><\/div>\n  <div class=\"contact__info-heading\">What happens next?<\/div>\n  <div class=\"contact__info-steps\">\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">1<\/div>\n      <p class=\"contact__info-text\">Once we\u2019ve received and processed your request, we\u2019ll get back to you to detail your\n        project needs and sign an NDA to ensure confidentiality.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">2<\/div>\n      <p class=\"contact__info-text\">After examining your wants, needs, and expectations, our team will devise a project\n        proposal with the scope of work, team size, time, and cost estimates.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">3<\/div>\n      <p class=\"contact__info-text\">We\u2019ll arrange a meeting with you to discuss the offer and nail down the details.<\/p>\n    <\/div>\n\n    <div class=\"contact__info-block\">\n      <div class=\"contact__info-step\">4<\/div>\n      <p class=\"contact__info-text\">Finally, we\u2019ll sign a contract and start working on your project right away.<\/p>\n    <\/div>\n  <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\n<\/div>\n\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"related_content_blog_container\">[related_content_list]<\/div><script>\n            jQuery( document ).ready(function($) {\n            var parentSection = $('[data-elementor-type=\"wp-page\"]');\n            if($('[data-elementor-type=\"wp-post\"]').length){\n                var parentSection = $('[data-elementor-type=\"wp-post\"]');\n            }\n            \n                parentSection.children().last().before($('.related_content_blog_container'));\n            });\n            <\/script><div class=\"other_services_container\">[need_other_services_v2]<\/div><script>\n                    jQuery( document ).ready(function($) {\n                        var parentSection = $('[data-elementor-type=\"wp-page\"]');\n                        if($('[data-elementor-type=\"wp-post\"]').length){\n                            var parentSection = $('[data-elementor-type=\"wp-post\"]');\n                        }\n                        \n                        console.log(parentSection);\n                        parentSection.children().last().before($('.other_services_container'));\n                        var sections = parentSection.find('.net-15.dt-16');\n                        for(var i = 0; i<sections.length; i++){\n                            if($(sections[i]).hasClass( 'net-15' ) && $(sections[i]).hasClass( 'dt-16' ) && $(sections[i]).hasClass( 'elementor-hidden-desktop' )==false){\n                                $(sections[i]).before($('.other_services_container'));   \n                            }\n                        }\n                        \n                    });\n                <\/script>","protected":false},"excerpt":{"rendered":"<p>Main About us Blog 15 min read Maximizing patient care: The benefits of data analytics in healthcare [display_tags] Data analytics has shaped the way industries manage, analyze, and use relevant information across their respective fields. Healthcare is one sector where data analytics has become particularly prominent. The healthcare industry is projected to generate over 10,000 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":174564,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":true,"inline_featured_image":false,"footnotes":""},"categories":[128],"class_list":["post-174534","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-bi-data-analytics","tag-healthcare","tag-trends"],"acf":[],"_links":{"self":[{"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/posts\/174534","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/comments?post=174534"}],"version-history":[{"count":0,"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/posts\/174534\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/media\/174564"}],"wp:attachment":[{"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/media?parent=174534"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/categories?post=174534"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/innowise.com\/es\/wp-json\/wp\/v2\/tags?post=174534"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}