{"id":4372760,"date":"2024-09-09T20:20:10","date_gmt":"2024-09-09T18:20:10","guid":{"rendered":"https:\/\/www.deptagency.com\/insight\/three-ways-ml-ai-are-impacting-healthcare\/"},"modified":"2025-12-05T16:05:00","modified_gmt":"2025-12-05T14:05:00","slug":"three-ways-ml-ai-are-impacting-healthcare","status":"publish","type":"article","link":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/","title":{"rendered":"Three ways ML &amp; AI are impacting healthcare\u00a0"},"content":{"rendered":"<div class=\"block-article-post-header js-block-article-post-header block-article-post-header__theme--onyxGrey\">\n\t<button\tclass=\"cta-button block-article-post-header__back-button cta-button__color--white cta-button__style--back\" aria-label=\"Back\" >\n\t<svg width='41' height='41' viewBox='0 0 41 41' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><circle cx='20.5' cy='20.5' r='19.5' transform='rotate(-90 20.5 20.5)' stroke='var(--dept-button-icon-outline-color)' stroke-width='1.3' stroke-miterlimit='10' fill='none'\/><circle class='icon-backplate' cx='20.5' cy='20.5' r='19.5' transform='rotate(-90 20.5 20.5)' fill='var(--dept-button-icon-backplate-color)' fill-opacity='1'\/><path class='icon-center' d='M21.174 30 11 20.674l10.174-9.326m-9.326 9.328H30.5' stroke='var(--dept-button-icon-color)' stroke-width='1.3' stroke-miterlimit='10' fill='none'\/><\/svg>\n\t\t\t<span>\n\t\t\tBack to all articles\t\t<\/span>\n\t\n<\/button><h1\t\tclass=\"typography block-article-post-header__title typography__color--white typography__size--h1 typography__align--left\"\n\t\t\t>\n\t\tThree ways ML &amp; AI are impacting healthcare\u00a0\t<\/h1><div\n\t\tclass=\"image-wrap block-article-post-header__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg\"\n\t\t\t\tclass=\"image block-article-post-header__image\"\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div><div class=\"author block-article-post-header__author\" data-animation=\"slide-fade\">\n\t\t\t<img\n\t\t\tclass=\"author__portrait\"\n\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2023\/12\/Evan_Davey-150x150.jpg\"\n\t\t\talt=\"Evan Davey\"\n\t\t\/>\n\t\n\t<div class=\"author__text\">\n\t\tEvan Davey\t\t<br \/>\n\t\tHead of Australia &amp; NZ\n\t\t\t<\/div>\n<\/div>\n\t<div class=\"block-article-post-header__meta\">\n\t\t\t\t\t\t\t<div class=\"block-article-post-header__meta-date\">\n\t\t\t\t<div class=\"block-article-post-header__date-description\">\n\t\t\t\t\tDate\t\t\t\t<\/div>\n\t\t\t\t<div class=\"block-article-post-header__published-date\">\n\t\t\t\t\t9 September 2024\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n<\/div>\n\n<div class=\"block-title-and-content js-block-title-and-content block-title-and-content__theme--white\">\n\t<div class=\"block-title-and-content__layout\">\n\t\t\n\t\t\t\t\t<div class=\"block-title-and-content__content\">\n\t\t\t\t\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><p\t\tclass=\"typography block-typography__typography typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tWhile some industries are feeling AI fatigue, the <a href=\"https:\/\/www.deptagency.com\/industry\/health\/\">healthcare industry<\/a> is embracing and accelerating.\u00a0\u00a0<br><br>AI and machine learning have opened up new possibilities for innovation and improvement in healthcare by analysing large data sets, identifying patterns, and creating models\u2014all things that individual caregivers and researchers struggle to do. By integrating AI, there has been a burst of advancements that can enhance diagnosis, treatment, and overall patient outcomes.\u00a0<br><br>From detecting anomalies during pregnancy to converting medical notes into official documentation, below are several healthcare brands DEPT\u00ae is advancing with AI and ML.\u00a0\t<\/p><\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\n\t<div class=\"block-title-and-content__social-links\">\n\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"copy\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Copy page link\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tdata-tooltip=\"true\"\n\t\t\t\t\tdata-tooltip-text=\"Link copied to clipboard.\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg' width='22' height='22' viewBox='0 0 22 22'><path d='M6.832 15.167l8.333-8.333M9.332 6.001l2.787-2.787a4.715 4.715 0 016.666 0v0a4.715 4.715 0 010 6.667L16 12.668M5.999 9.334l-2.787 2.787a4.715 4.715 0 000 6.666v0a4.715 4.715 0 006.667 0l2.787-2.786' stroke='currentColor' stroke-width='2'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"facebook\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Facebook\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='14' height='22' viewBox='0 0 14 22' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M4.032 22L4 12H0V8h4V5.5C4 1.789 6.298 0 9.61 0c1.585 0 2.948.118 3.345.17v3.88H10.66c-1.8 0-2.15.856-2.15 2.112V8h5.241l-2 4H8.51v10H4.032z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/api.whatsapp.com\/send?text=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"whatsapp\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Whatsapp\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg xmlns='http: \/\/www.w3.org\/2000\/svg' width='25' height='24' viewBox='0 0 25 24'><path d='M.805 24l1.687-6.163a11.869 11.869 0 01-1.588-5.945C.907 5.335 6.244 0 12.801 0c3.182.001 6.17 1.24 8.415 3.488a11.819 11.819 0 013.481 8.413c-.002 6.558-5.34 11.893-11.896 11.893h-.005c-1.99-.001-3.947-.5-5.685-1.448L.805 24zm6.598-3.807l.361.214a9.874 9.874 0 005.033 1.378h.004c5.45 0 9.885-4.434 9.888-9.885a9.824 9.824 0 00-2.894-6.993 9.823 9.823 0 00-6.99-2.898c-5.454 0-9.89 4.434-9.892 9.884a9.86 9.86 0 001.512 5.26l.235.374-.999 3.648 3.742-.982z' fill='currentColor'\/><path d='M9.825 6.921c-.24-.58-.486-.501-.668-.51-.174-.009-.372-.01-.57-.01-.198 0-.52.074-.793.371-.272.298-1.04 1.017-1.04 2.48 0 1.462 1.065 2.875 1.214 3.073.148.199 2.096 3.2 5.078 4.487.709.306 1.262.49 1.694.626.712.226 1.36.194 1.872.118.571-.085 1.759-.72 2.007-1.413.247-.694.247-1.29.173-1.413-.074-.124-.272-.199-.57-.347-.297-.149-1.758-.868-2.03-.967-.273-.1-.471-.149-.67.149-.198.297-.767.966-.94 1.165-.174.198-.348.223-.645.074-.297-.149-1.255-.462-2.39-1.475-.884-.788-1.48-1.76-1.654-2.058-.173-.298-.018-.459.13-.607.134-.133.298-.347.446-.52.149-.174.199-.298.298-.496.099-.198.05-.372-.025-.52-.074-.15-.669-1.612-.917-2.207z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F&#038;text=Three%20ways%20ML%20&#038;%20AI%20are%20impacting%20healthcare\u00a0\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"twitter\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Twitter\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='25' height='20' viewBox='0 0 25 20' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M24.75 2.3c-.9.4-1.8.7-2.8.8 1-.6 1.8-1.6 2.2-2.7-1 .6-2 1-3.1 1.2-.9-1-2.2-1.6-3.6-1.6-2.7 0-4.9 2.2-4.9 4.9 0 .4 0 .8.1 1.1-4.2-.2-7.8-2.2-10.2-5.2-.5.8-.7 1.6-.7 2.5 0 1.7.9 3.2 2.2 4.1-.8 0-1.6-.2-2.2-.6v.1c0 2.4 1.7 4.4 3.9 4.8-.4.1-.8.2-1.3.2-.3 0-.6 0-.9-.1.6 2 2.4 3.4 4.6 3.4-1.7 1.3-3.8 2.1-6.1 2.1-.4 0-.8 0-1.2-.1 2.2 1.4 4.8 2.2 7.5 2.2 9.1 0 14-7.5 14-14v-.6c1-.7 1.8-1.6 2.5-2.5z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"linkedin\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Linkedin\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='19' height='18' viewBox='0 0 19 18' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M1.15 17.3h3.6V5.8h-3.6v11.5zM.75 2.1c0 1.2 1 2.1 2.1 2.1 1.2 0 2.1-.9 2.1-2.1 0-1.2-1-2.1-2.1-2.1-1.2 0-2.1 1-2.1 2.1zM14.45 17.3h3.6v-6.2c0-3.1-.7-5.5-4.3-5.5-1.8 0-2.9.9-3.4 1.8V5.8h-3.4v11.5h3.6v-5.7c0-1.5.2-2.9 2.1-2.9 1.8 0 1.8 1.7 1.8 3v5.6z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n\n<div\n\t\tclass=\"image-wrap block-image__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/02\/Kali-Healthcare-dept-1.jpg\"\n\t\t\t\tclass=\"image block-image__image\"\n\n\t\t\t\t\t\t\t\talt=\"Kali app \"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div>\n\n<div class=\"block-title-and-content js-block-title-and-content block-title-and-content__theme--white\">\n\t<div class=\"block-title-and-content__layout\">\n\t\t<h2\t\tclass=\"typography block-title-and-content__title typography__color--onyxGrey typography__size--h2 typography__align--left\"\n\t\tdata-size-mobile=\"h2\" \t>\n\t\tDetecting heartbeat anomalies during pregnancy\u00a0\t<\/h2>\n\t\t\t\t\t<div class=\"block-title-and-content__content\">\n\t\t\t\t\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><p\t\tclass=\"typography block-typography__typography typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tKali Healthcare is on a mission to improve pregnancy outcomes, especially for remote or disabled individuals. They do this via sensors that collect data about a woman and baby\u2019s heartbeat and other vital signs. By analysing this data, <a href=\"https:\/\/www.deptagency.com\/case\/revolutionizing-pregnancy-monitoring-kali-healthcares-journey-with-dept\/\">Kali<\/a> hopes to \u201cprovide insights into predicting pregnancy complications.\u201d\u00a0<br>\u00a0<br>We supported Kali by creating an easy-to-use digital platform experience, which ensures patients and healthcare professionals can access the information they need quickly and efficiently.<br><br>More specifically, we embraced machine learning to create a monitoring system with capabilities for real-time data analytics. The ML model can analyse large data sets to detect unusual heartbeat rhythms and then send alerts to doctors immediately.\u00a0\t<\/p><\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\n\t<div class=\"block-title-and-content__social-links\">\n\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"copy\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Copy page link\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tdata-tooltip=\"true\"\n\t\t\t\t\tdata-tooltip-text=\"Link copied to clipboard.\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg' width='22' height='22' viewBox='0 0 22 22'><path d='M6.832 15.167l8.333-8.333M9.332 6.001l2.787-2.787a4.715 4.715 0 016.666 0v0a4.715 4.715 0 010 6.667L16 12.668M5.999 9.334l-2.787 2.787a4.715 4.715 0 000 6.666v0a4.715 4.715 0 006.667 0l2.787-2.786' stroke='currentColor' stroke-width='2'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"facebook\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Facebook\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='14' height='22' viewBox='0 0 14 22' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M4.032 22L4 12H0V8h4V5.5C4 1.789 6.298 0 9.61 0c1.585 0 2.948.118 3.345.17v3.88H10.66c-1.8 0-2.15.856-2.15 2.112V8h5.241l-2 4H8.51v10H4.032z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/api.whatsapp.com\/send?text=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"whatsapp\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Whatsapp\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg xmlns='http: \/\/www.w3.org\/2000\/svg' width='25' height='24' viewBox='0 0 25 24'><path d='M.805 24l1.687-6.163a11.869 11.869 0 01-1.588-5.945C.907 5.335 6.244 0 12.801 0c3.182.001 6.17 1.24 8.415 3.488a11.819 11.819 0 013.481 8.413c-.002 6.558-5.34 11.893-11.896 11.893h-.005c-1.99-.001-3.947-.5-5.685-1.448L.805 24zm6.598-3.807l.361.214a9.874 9.874 0 005.033 1.378h.004c5.45 0 9.885-4.434 9.888-9.885a9.824 9.824 0 00-2.894-6.993 9.823 9.823 0 00-6.99-2.898c-5.454 0-9.89 4.434-9.892 9.884a9.86 9.86 0 001.512 5.26l.235.374-.999 3.648 3.742-.982z' fill='currentColor'\/><path d='M9.825 6.921c-.24-.58-.486-.501-.668-.51-.174-.009-.372-.01-.57-.01-.198 0-.52.074-.793.371-.272.298-1.04 1.017-1.04 2.48 0 1.462 1.065 2.875 1.214 3.073.148.199 2.096 3.2 5.078 4.487.709.306 1.262.49 1.694.626.712.226 1.36.194 1.872.118.571-.085 1.759-.72 2.007-1.413.247-.694.247-1.29.173-1.413-.074-.124-.272-.199-.57-.347-.297-.149-1.758-.868-2.03-.967-.273-.1-.471-.149-.67.149-.198.297-.767.966-.94 1.165-.174.198-.348.223-.645.074-.297-.149-1.255-.462-2.39-1.475-.884-.788-1.48-1.76-1.654-2.058-.173-.298-.018-.459.13-.607.134-.133.298-.347.446-.52.149-.174.199-.298.298-.496.099-.198.05-.372-.025-.52-.074-.15-.669-1.612-.917-2.207z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F&#038;text=Three%20ways%20ML%20&#038;%20AI%20are%20impacting%20healthcare\u00a0\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"twitter\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Twitter\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='25' height='20' viewBox='0 0 25 20' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M24.75 2.3c-.9.4-1.8.7-2.8.8 1-.6 1.8-1.6 2.2-2.7-1 .6-2 1-3.1 1.2-.9-1-2.2-1.6-3.6-1.6-2.7 0-4.9 2.2-4.9 4.9 0 .4 0 .8.1 1.1-4.2-.2-7.8-2.2-10.2-5.2-.5.8-.7 1.6-.7 2.5 0 1.7.9 3.2 2.2 4.1-.8 0-1.6-.2-2.2-.6v.1c0 2.4 1.7 4.4 3.9 4.8-.4.1-.8.2-1.3.2-.3 0-.6 0-.9-.1.6 2 2.4 3.4 4.6 3.4-1.7 1.3-3.8 2.1-6.1 2.1-.4 0-.8 0-1.2-.1 2.2 1.4 4.8 2.2 7.5 2.2 9.1 0 14-7.5 14-14v-.6c1-.7 1.8-1.6 2.5-2.5z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"linkedin\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Linkedin\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='19' height='18' viewBox='0 0 19 18' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M1.15 17.3h3.6V5.8h-3.6v11.5zM.75 2.1c0 1.2 1 2.1 2.1 2.1 1.2 0 2.1-.9 2.1-2.1 0-1.2-1-2.1-2.1-2.1-1.2 0-2.1 1-2.1 2.1zM14.45 17.3h3.6v-6.2c0-3.1-.7-5.5-4.3-5.5-1.8 0-2.9.9-3.4 1.8V5.8h-3.4v11.5h3.6v-5.7c0-1.5.2-2.9 2.1-2.9 1.8 0 1.8 1.7 1.8 3v5.6z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n\n<div\n\t\tclass=\"image-wrap block-image__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/02\/Kali-Healthcare-38-1.jpg\"\n\t\t\t\tclass=\"image block-image__image\"\n\n\t\t\t\t\t\t\t\talt=\"Kali healthcare \"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div>\n\n<div class=\"block-title-and-content js-block-title-and-content block-title-and-content__theme--white\">\n\t<div class=\"block-title-and-content__layout\">\n\t\t<h2\t\tclass=\"typography block-title-and-content__title typography__color--onyxGrey typography__size--h2 typography__align--left\"\n\t\tdata-size-mobile=\"h2\" \t>\n\t\tConverting medical notes into official documentation\t<\/h2>\n\t\t\t\t\t<div class=\"block-title-and-content__content\">\n\t\t\t\t\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><p\t\tclass=\"typography block-typography__typography typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tDoctors spend as much as 38% of their weekly working hours writing documentation. This excessive workload leads to stress, burnout, and heightened concerns about potential errors in patient records. We recently worked with a startup looking to solve this problem with a purpose-built AI tool. The tool would allow doctors to create and use templates to quickly and easily convert their notes into detailed medical documents.\u00a0<br><br>There were a few things that made building this product a challenge.\u00a0\t<\/p><\/div><\/div>\n\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><ul class=\"lists lists__color--onyxGrey lists__type--circle lists__size--default lists__align--left block-lists__lists\">\n\t<li>\u00a0Doctors have a particular style and approach to documentation and value that ownership<\/li><li>To ensure no sensitive information is at risk, all personal patient data must be de-identified before being processed\u00a0<\/li><\/ul><\/div><\/div>\n\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><p\t\tclass=\"typography block-typography__typography typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tWe leveraged Gen AI to de-identify data against doctor-defined templates, which minimised the medical context of Gen AI usage. Using ChatGPT 4 and AWS, we are working towards an MVP alongside our client.\u00a0\t<\/p><\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\n\t<div class=\"block-title-and-content__social-links\">\n\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"copy\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Copy page link\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tdata-tooltip=\"true\"\n\t\t\t\t\tdata-tooltip-text=\"Link copied to clipboard.\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg' width='22' height='22' viewBox='0 0 22 22'><path d='M6.832 15.167l8.333-8.333M9.332 6.001l2.787-2.787a4.715 4.715 0 016.666 0v0a4.715 4.715 0 010 6.667L16 12.668M5.999 9.334l-2.787 2.787a4.715 4.715 0 000 6.666v0a4.715 4.715 0 006.667 0l2.787-2.786' stroke='currentColor' stroke-width='2'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"facebook\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Facebook\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='14' height='22' viewBox='0 0 14 22' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M4.032 22L4 12H0V8h4V5.5C4 1.789 6.298 0 9.61 0c1.585 0 2.948.118 3.345.17v3.88H10.66c-1.8 0-2.15.856-2.15 2.112V8h5.241l-2 4H8.51v10H4.032z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/api.whatsapp.com\/send?text=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"whatsapp\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Whatsapp\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg xmlns='http: \/\/www.w3.org\/2000\/svg' width='25' height='24' viewBox='0 0 25 24'><path d='M.805 24l1.687-6.163a11.869 11.869 0 01-1.588-5.945C.907 5.335 6.244 0 12.801 0c3.182.001 6.17 1.24 8.415 3.488a11.819 11.819 0 013.481 8.413c-.002 6.558-5.34 11.893-11.896 11.893h-.005c-1.99-.001-3.947-.5-5.685-1.448L.805 24zm6.598-3.807l.361.214a9.874 9.874 0 005.033 1.378h.004c5.45 0 9.885-4.434 9.888-9.885a9.824 9.824 0 00-2.894-6.993 9.823 9.823 0 00-6.99-2.898c-5.454 0-9.89 4.434-9.892 9.884a9.86 9.86 0 001.512 5.26l.235.374-.999 3.648 3.742-.982z' fill='currentColor'\/><path d='M9.825 6.921c-.24-.58-.486-.501-.668-.51-.174-.009-.372-.01-.57-.01-.198 0-.52.074-.793.371-.272.298-1.04 1.017-1.04 2.48 0 1.462 1.065 2.875 1.214 3.073.148.199 2.096 3.2 5.078 4.487.709.306 1.262.49 1.694.626.712.226 1.36.194 1.872.118.571-.085 1.759-.72 2.007-1.413.247-.694.247-1.29.173-1.413-.074-.124-.272-.199-.57-.347-.297-.149-1.758-.868-2.03-.967-.273-.1-.471-.149-.67.149-.198.297-.767.966-.94 1.165-.174.198-.348.223-.645.074-.297-.149-1.255-.462-2.39-1.475-.884-.788-1.48-1.76-1.654-2.058-.173-.298-.018-.459.13-.607.134-.133.298-.347.446-.52.149-.174.199-.298.298-.496.099-.198.05-.372-.025-.52-.074-.15-.669-1.612-.917-2.207z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F&#038;text=Three%20ways%20ML%20&#038;%20AI%20are%20impacting%20healthcare\u00a0\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"twitter\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Twitter\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='25' height='20' viewBox='0 0 25 20' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M24.75 2.3c-.9.4-1.8.7-2.8.8 1-.6 1.8-1.6 2.2-2.7-1 .6-2 1-3.1 1.2-.9-1-2.2-1.6-3.6-1.6-2.7 0-4.9 2.2-4.9 4.9 0 .4 0 .8.1 1.1-4.2-.2-7.8-2.2-10.2-5.2-.5.8-.7 1.6-.7 2.5 0 1.7.9 3.2 2.2 4.1-.8 0-1.6-.2-2.2-.6v.1c0 2.4 1.7 4.4 3.9 4.8-.4.1-.8.2-1.3.2-.3 0-.6 0-.9-.1.6 2 2.4 3.4 4.6 3.4-1.7 1.3-3.8 2.1-6.1 2.1-.4 0-.8 0-1.2-.1 2.2 1.4 4.8 2.2 7.5 2.2 9.1 0 14-7.5 14-14v-.6c1-.7 1.8-1.6 2.5-2.5z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"linkedin\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Linkedin\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='19' height='18' viewBox='0 0 19 18' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M1.15 17.3h3.6V5.8h-3.6v11.5zM.75 2.1c0 1.2 1 2.1 2.1 2.1 1.2 0 2.1-.9 2.1-2.1 0-1.2-1-2.1-2.1-2.1-1.2 0-2.1 1-2.1 2.1zM14.45 17.3h3.6v-6.2c0-3.1-.7-5.5-4.3-5.5-1.8 0-2.9.9-3.4 1.8V5.8h-3.4v11.5h3.6v-5.7c0-1.5.2-2.9 2.1-2.9 1.8 0 1.8 1.7 1.8 3v5.6z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n\n<div\n\t\tclass=\"image-wrap block-image__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/08\/Clair-case-study-asset-2.webp\"\n\t\t\t\tclass=\"image block-image__image\"\n\n\t\t\t\t\t\t\t\talt=\"Clair AI AP UXUI\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div>\n\n<div class=\"block-title-and-content js-block-title-and-content block-title-and-content__theme--white\">\n\t<div class=\"block-title-and-content__layout\">\n\t\t<h2\t\tclass=\"typography block-title-and-content__title typography__color--onyxGrey typography__size--h2 typography__align--left\"\n\t\tdata-size-mobile=\"h2\" \t>\n\t\tHelping clinicians search faster than before\u00a0\t<\/h2>\n\t\t\t\t\t<div class=\"block-title-and-content__content\">\n\t\t\t\t\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><p\t\tclass=\"typography block-typography__typography typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tThe <a href=\"https:\/\/www.deptagency.com\/case\/ai-driven-app-helps-clinicians-search-90-faster\/\">Clair AI app<\/a> from Caryheatlh is geared toward clinicians. It helps them access the latest pharmaceutical and medical information.\u00a0<br><br>Considerations for this project included transparency and familiarity with AI. We needed to make sure clinicians knew how to create prompts and had confidence in the results.\u00a0<br><br>To address these challenges, we balanced AI responses with the raw data powering them and added the option of follow-up questions for further justification. We also included a search function in the app that offers open-ended and guided searches to help medical professionals find information quickly.<strong>\u00a0<\/strong>\t<\/p><\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\n\t<div class=\"block-title-and-content__social-links\">\n\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"copy\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Copy page link\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tdata-tooltip=\"true\"\n\t\t\t\t\tdata-tooltip-text=\"Link copied to clipboard.\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg' width='22' height='22' viewBox='0 0 22 22'><path d='M6.832 15.167l8.333-8.333M9.332 6.001l2.787-2.787a4.715 4.715 0 016.666 0v0a4.715 4.715 0 010 6.667L16 12.668M5.999 9.334l-2.787 2.787a4.715 4.715 0 000 6.666v0a4.715 4.715 0 006.667 0l2.787-2.786' stroke='currentColor' stroke-width='2'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"facebook\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Facebook\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='14' height='22' viewBox='0 0 14 22' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M4.032 22L4 12H0V8h4V5.5C4 1.789 6.298 0 9.61 0c1.585 0 2.948.118 3.345.17v3.88H10.66c-1.8 0-2.15.856-2.15 2.112V8h5.241l-2 4H8.51v10H4.032z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/api.whatsapp.com\/send?text=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"whatsapp\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Whatsapp\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg xmlns='http: \/\/www.w3.org\/2000\/svg' width='25' height='24' viewBox='0 0 25 24'><path d='M.805 24l1.687-6.163a11.869 11.869 0 01-1.588-5.945C.907 5.335 6.244 0 12.801 0c3.182.001 6.17 1.24 8.415 3.488a11.819 11.819 0 013.481 8.413c-.002 6.558-5.34 11.893-11.896 11.893h-.005c-1.99-.001-3.947-.5-5.685-1.448L.805 24zm6.598-3.807l.361.214a9.874 9.874 0 005.033 1.378h.004c5.45 0 9.885-4.434 9.888-9.885a9.824 9.824 0 00-2.894-6.993 9.823 9.823 0 00-6.99-2.898c-5.454 0-9.89 4.434-9.892 9.884a9.86 9.86 0 001.512 5.26l.235.374-.999 3.648 3.742-.982z' fill='currentColor'\/><path d='M9.825 6.921c-.24-.58-.486-.501-.668-.51-.174-.009-.372-.01-.57-.01-.198 0-.52.074-.793.371-.272.298-1.04 1.017-1.04 2.48 0 1.462 1.065 2.875 1.214 3.073.148.199 2.096 3.2 5.078 4.487.709.306 1.262.49 1.694.626.712.226 1.36.194 1.872.118.571-.085 1.759-.72 2.007-1.413.247-.694.247-1.29.173-1.413-.074-.124-.272-.199-.57-.347-.297-.149-1.758-.868-2.03-.967-.273-.1-.471-.149-.67.149-.198.297-.767.966-.94 1.165-.174.198-.348.223-.645.074-.297-.149-1.255-.462-2.39-1.475-.884-.788-1.48-1.76-1.654-2.058-.173-.298-.018-.459.13-.607.134-.133.298-.347.446-.52.149-.174.199-.298.298-.496.099-.198.05-.372-.025-.52-.074-.15-.669-1.612-.917-2.207z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F&#038;text=Three%20ways%20ML%20&#038;%20AI%20are%20impacting%20healthcare\u00a0\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"twitter\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Twitter\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='25' height='20' viewBox='0 0 25 20' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M24.75 2.3c-.9.4-1.8.7-2.8.8 1-.6 1.8-1.6 2.2-2.7-1 .6-2 1-3.1 1.2-.9-1-2.2-1.6-3.6-1.6-2.7 0-4.9 2.2-4.9 4.9 0 .4 0 .8.1 1.1-4.2-.2-7.8-2.2-10.2-5.2-.5.8-.7 1.6-.7 2.5 0 1.7.9 3.2 2.2 4.1-.8 0-1.6-.2-2.2-.6v.1c0 2.4 1.7 4.4 3.9 4.8-.4.1-.8.2-1.3.2-.3 0-.6 0-.9-.1.6 2 2.4 3.4 4.6 3.4-1.7 1.3-3.8 2.1-6.1 2.1-.4 0-.8 0-1.2-.1 2.2 1.4 4.8 2.2 7.5 2.2 9.1 0 14-7.5 14-14v-.6c1-.7 1.8-1.6 2.5-2.5z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"linkedin\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Linkedin\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='19' height='18' viewBox='0 0 19 18' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M1.15 17.3h3.6V5.8h-3.6v11.5zM.75 2.1c0 1.2 1 2.1 2.1 2.1 1.2 0 2.1-.9 2.1-2.1 0-1.2-1-2.1-2.1-2.1-1.2 0-2.1 1-2.1 2.1zM14.45 17.3h3.6v-6.2c0-3.1-.7-5.5-4.3-5.5-1.8 0-2.9.9-3.4 1.8V5.8h-3.4v11.5h3.6v-5.7c0-1.5.2-2.9 2.1-2.9 1.8 0 1.8 1.7 1.8 3v5.6z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n\n<div\n\t\tclass=\"image-wrap block-image__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/08\/Clair-case-study-asset-1.webp\"\n\t\t\t\tclass=\"image block-image__image\"\n\n\t\t\t\t\t\t\t\talt=\"Clair AI AP UXUI\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div>\n\n<div class=\"block-title-and-content js-block-title-and-content block-title-and-content__theme--white\">\n\t<div class=\"block-title-and-content__layout\">\n\t\t<h2\t\tclass=\"typography block-title-and-content__title typography__color--onyxGrey typography__size--h2 typography__align--left\"\n\t\tdata-size-mobile=\"h2\" \t>\n\t\tInnovation with AI\u00a0\t<\/h2>\n\t\t\t\t\t<div class=\"block-title-and-content__content\">\n\t\t\t\t\n<div class='block-title-and-content__item'><div class='block-title-and-content__item-inner'><p\t\tclass=\"typography block-typography__typography typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tHistorically, the healthcare industry has been slow to innovate. And while skeptics abound, we believe that AI is the technology that will encourage and accelerate innovation in this industry.\u00a0<br><br>As you experiment with AI, start with the following criteria for your proof of concept. You want to test AI and ML functionality that is<strong> high impact, low risk, and involves communication.\u00a0<\/strong>\t<\/p><\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\n\t<div class=\"block-title-and-content__social-links\">\n\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"copy\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Copy page link\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tdata-tooltip=\"true\"\n\t\t\t\t\tdata-tooltip-text=\"Link copied to clipboard.\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg' width='22' height='22' viewBox='0 0 22 22'><path d='M6.832 15.167l8.333-8.333M9.332 6.001l2.787-2.787a4.715 4.715 0 016.666 0v0a4.715 4.715 0 010 6.667L16 12.668M5.999 9.334l-2.787 2.787a4.715 4.715 0 000 6.666v0a4.715 4.715 0 006.667 0l2.787-2.786' stroke='currentColor' stroke-width='2'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"facebook\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Facebook\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='14' height='22' viewBox='0 0 14 22' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M4.032 22L4 12H0V8h4V5.5C4 1.789 6.298 0 9.61 0c1.585 0 2.948.118 3.345.17v3.88H10.66c-1.8 0-2.15.856-2.15 2.112V8h5.241l-2 4H8.51v10H4.032z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/api.whatsapp.com\/send?text=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"whatsapp\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Whatsapp\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg xmlns='http: \/\/www.w3.org\/2000\/svg' width='25' height='24' viewBox='0 0 25 24'><path d='M.805 24l1.687-6.163a11.869 11.869 0 01-1.588-5.945C.907 5.335 6.244 0 12.801 0c3.182.001 6.17 1.24 8.415 3.488a11.819 11.819 0 013.481 8.413c-.002 6.558-5.34 11.893-11.896 11.893h-.005c-1.99-.001-3.947-.5-5.685-1.448L.805 24zm6.598-3.807l.361.214a9.874 9.874 0 005.033 1.378h.004c5.45 0 9.885-4.434 9.888-9.885a9.824 9.824 0 00-2.894-6.993 9.823 9.823 0 00-6.99-2.898c-5.454 0-9.89 4.434-9.892 9.884a9.86 9.86 0 001.512 5.26l.235.374-.999 3.648 3.742-.982z' fill='currentColor'\/><path d='M9.825 6.921c-.24-.58-.486-.501-.668-.51-.174-.009-.372-.01-.57-.01-.198 0-.52.074-.793.371-.272.298-1.04 1.017-1.04 2.48 0 1.462 1.065 2.875 1.214 3.073.148.199 2.096 3.2 5.078 4.487.709.306 1.262.49 1.694.626.712.226 1.36.194 1.872.118.571-.085 1.759-.72 2.007-1.413.247-.694.247-1.29.173-1.413-.074-.124-.272-.199-.57-.347-.297-.149-1.758-.868-2.03-.967-.273-.1-.471-.149-.67.149-.198.297-.767.966-.94 1.165-.174.198-.348.223-.645.074-.297-.149-1.255-.462-2.39-1.475-.884-.788-1.48-1.76-1.654-2.058-.173-.298-.018-.459.13-.607.134-.133.298-.347.446-.52.149-.174.199-.298.298-.496.099-.198.05-.372-.025-.52-.074-.15-.669-1.612-.917-2.207z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"https:\/\/twitter.com\/intent\/tweet?url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F&#038;text=Three%20ways%20ML%20&#038;%20AI%20are%20impacting%20healthcare\u00a0\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"twitter\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Twitter\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='25' height='20' viewBox='0 0 25 20' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M24.75 2.3c-.9.4-1.8.7-2.8.8 1-.6 1.8-1.6 2.2-2.7-1 .6-2 1-3.1 1.2-.9-1-2.2-1.6-3.6-1.6-2.7 0-4.9 2.2-4.9 4.9 0 .4 0 .8.1 1.1-4.2-.2-7.8-2.2-10.2-5.2-.5.8-.7 1.6-.7 2.5 0 1.7.9 3.2 2.2 4.1-.8 0-1.6-.2-2.2-.6v.1c0 2.4 1.7 4.4 3.9 4.8-.4.1-.8.2-1.3.2-.3 0-.6 0-.9-.1.6 2 2.4 3.4 4.6 3.4-1.7 1.3-3.8 2.1-6.1 2.1-.4 0-.8 0-1.2-.1 2.2 1.4 4.8 2.2 7.5 2.2 9.1 0 14-7.5 14-14v-.6c1-.7 1.8-1.6 2.5-2.5z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t\t\t<a\n\t\t\t\thref=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.deptagency.com%2Fen-in%2Finsight%2Fthree-ways-ml-ai-are-impacting-healthcare%2F\"\n\t\t\t\tdata-share-url=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\"\n\t\t\t\tdata-share-title=\"Three ways ML &amp; AI are impacting healthcare\u00a0\"\n\t\t\t\tdata-share-type=\"linkedin\"\n\t\t\t\tclass=\"block-title-and-content__social-links-item js-social-link\"\n\t\t\t\taria-label=\"Share to Linkedin\"\n\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\trel=\"noopener noreferrer\"\n\t\t\t\t\n\t\t\t\t\t\t\t>\n\t\t\t\t<svg width='19' height='18' viewBox='0 0 19 18' fill='none' xmlns='http: \/\/www.w3.org\/2000\/svg'><path d='M1.15 17.3h3.6V5.8h-3.6v11.5zM.75 2.1c0 1.2 1 2.1 2.1 2.1 1.2 0 2.1-.9 2.1-2.1 0-1.2-1-2.1-2.1-2.1-1.2 0-2.1 1-2.1 2.1zM14.45 17.3h3.6v-6.2c0-3.1-.7-5.5-4.3-5.5-1.8 0-2.9.9-3.4 1.8V5.8h-3.4v11.5h3.6v-5.7c0-1.5.2-2.9 2.1-2.9 1.8 0 1.8 1.7 1.8 3v5.6z' fill='currentColor'\/><\/svg>\t\t\t<\/a>\n\t\t\t\t<\/div>\n<\/div>\n\n<div\n\tclass=\"cta-text js-cta-text block-cta-text__cta-text cta-text__background-color--platinum\"\n\t>\n\t<h2 class=\"heading js-cta-text-content heading__color--richBlack heading__size--l heading__align--left cta-text__content\">\n\t\t\tHealthcare experts, we can help you <a href=\"\/contact\">develop your next great idea.\u00a0<\/a>\t<\/h2><\/div>\n\n<div class=\"block-highlighted-item-listing\">\n\t<h2\t\tclass=\"typography block-highlighted-item-listing__title typography__color--onyxGrey typography__size--regular-body typography__align--left\"\n\t\t\t>\n\t\tMore insights \t<\/h2>\n\t<div class=\"block-highlighted-item-listing__cards\">\n\t\t<a\tclass=\"universal-item-card universal-item-card__type--article universal-item-card--has-link-decoration\"\n\tdata-theme=\"white\"\n\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/dept-launches-accelerator-powered-by-adobe-genstudio-for-performance-marketing-to-bridge-ais-execution-gap\/\"\n\t\t\t\ttitle=\"DEPT\u00ae launches accelerator powered by Adobe GenStudio for Performance Marketing to bridge AI\u2019s execution gap\"\n\t\t>\n\t\t\t<div class=\"universal-item-card__backplate universal-item-card__backplate--with-image\"><\/div>\n\t\n\t<div\n\t\tclass=\"image-wrap universal-item-card__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2026\/04\/DEPTxAdobe-Accelerator_1080x1080-1.png\"\n\t\t\t\tclass=\"image universal-item-card__image\"\n\n\t\t\t\t\t\t\t\talt=\"DEPT\u00ae launches accelerator powered by Adobe GenStudio for Performance Marketing to bridge AI\u2019s execution gap\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div><p\t\tclass=\"typography universal-item-card__meta typography__color--darkGrey typography__size--eyebrow-lc typography__align--left\"\n\t\t\t>\n\t\tBRAND &AMP; MEDIA&emsp;\u2022&emsp;In\u00eas Saraiva\t<\/p><h3\t\tclass=\"typography universal-item-card__title typography__color--onyxGrey typography__size--h6 typography__align--left\"\n\t\t\t>\n\t\t<span>DEPT\u00ae launches accelerator powered by Adobe GenStudio for Performance Marketing to bridge AI\u2019s execution gap<\/span>\t<\/h3><button\tclass=\"cta-button universal-item-card__btn cta-button__color--onyxGrey cta-button__style--regular has-parent-hover\" >\n\t\n\t\t\t<span>\n\t\t\tRead Article\t\t<\/span>\n\t\n<\/button>\n\t\n\t<\/a><a\tclass=\"universal-item-card universal-item-card__type--article universal-item-card--has-link-decoration\"\n\tdata-theme=\"white\"\n\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/dept-is-the-webby-agency-network-of-the-year\/\"\n\t\t\t\ttitle=\"DEPT\u00ae is the Webby Agency &amp; Network of the Year\"\n\t\t>\n\t\t\t<div class=\"universal-item-card__backplate universal-item-card__backplate--with-image\"><\/div>\n\t\n\t<div\n\t\tclass=\"image-wrap universal-item-card__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2026\/04\/webby-winners-dept-2026.webp\"\n\t\t\t\tclass=\"image universal-item-card__image\"\n\n\t\t\t\t\t\t\t\talt=\"DEPT\u00ae is the Webby Agency &amp; Network of the Year\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div><p\t\tclass=\"typography universal-item-card__meta typography__color--darkGrey typography__size--eyebrow-lc typography__align--left\"\n\t\t\t>\n\t\tNEWS&emsp;\u2022&emsp;Marjan Straathof\t<\/p><h3\t\tclass=\"typography universal-item-card__title typography__color--onyxGrey typography__size--h6 typography__align--left\"\n\t\t\t>\n\t\t<span>DEPT\u00ae is the Webby Agency &amp; Network of the Year<\/span>\t<\/h3><button\tclass=\"cta-button universal-item-card__btn cta-button__color--onyxGrey cta-button__style--regular has-parent-hover\" >\n\t\n\t\t\t<span>\n\t\t\tRead Article\t\t<\/span>\n\t\n<\/button>\n\t\n\t<\/a><a\tclass=\"universal-item-card universal-item-card__type--article universal-item-card--has-link-decoration\"\n\tdata-theme=\"white\"\n\t\t\thref=\"https:\/\/www.deptagency.com\/en-in\/insight\/at-wfa-forum-in-mumbai-growth-isnt-b2c-anymore\/\"\n\t\t\t\ttitle=\"At WFA Forum in Mumbai, growth isn&#8217;t B2C anymore\"\n\t\t>\n\t\t\t<div class=\"universal-item-card__backplate universal-item-card__backplate--with-image\"><\/div>\n\t\n\t<div\n\t\tclass=\"image-wrap universal-item-card__image-wrap\"\n\t\tdata-align=\"center center\"\n\t\t\t>\n\n\t\t\t<picture\n\t\tclass=\"image__picture\"\n\t\t\t\t>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t<img\n\t\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2026\/03\/Dimi-presenting-at-WFA-Forum-Mumbai.webp\"\n\t\t\t\tclass=\"image universal-item-card__image\"\n\n\t\t\t\t\t\t\t\talt=\"At WFA Forum in Mumbai, growth isn&#8217;t B2C anymore\"\n\t\t\t\t\n\t\t\t\t\t\t\t\t\tloading=\"lazy\"\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\/>\n\t\t<\/picture>\n\t\n\t<\/div><p\t\tclass=\"typography universal-item-card__meta typography__color--darkGrey typography__size--eyebrow-lc typography__align--left\"\n\t\t\t>\n\t\tAI TRANSFORMATION&emsp;\u2022&emsp;Himanshu Mody\t<\/p><h3\t\tclass=\"typography universal-item-card__title typography__color--onyxGrey typography__size--h6 typography__align--left\"\n\t\t\t>\n\t\t<span>At WFA Forum in Mumbai, growth isn&#8217;t B2C anymore<\/span>\t<\/h3><button\tclass=\"cta-button universal-item-card__btn cta-button__color--onyxGrey cta-button__style--regular has-parent-hover\" >\n\t\n\t\t\t<span>\n\t\t\tRead Article\t\t<\/span>\n\t\n<\/button>\n\t\n\t<\/a>\t<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":94,"featured_media":4372761,"template":"","meta":{"_acf_changed":false,"es_utils_meta_schema":"","member_job_title":"","member_linkedin_url":"","dept_alt_featured_image":[],"dept_algolia_noindex":false,"dept_algolia_featured":false,"footnotes":""},"person":[41599],"insight-topics":[42892],"class_list":["post-4372760","article","type-article","status-publish","has-post-thumbnail","hentry"],"acf":{"dept_is_3q_page":false,"dept_insight_featured":true,"dept_current_cpt_partner":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Three ways ML &amp; AI are impacting healthcare\u00a0 - DEPT\u00ae<\/title>\n<meta name=\"description\" content=\"From detecting anomalies during pregnancy to converting medical notes into official documentation, below are just a few healthcare brands DEPT\u00ae is advancing with AI and ML.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Three ways ML &amp; AI are impacting healthcare\u00a0 - DEPT\u00ae\" \/>\n<meta property=\"og:description\" content=\"From detecting anomalies during pregnancy to converting medical notes into official documentation, below are just a few healthcare brands DEPT\u00ae is advancing with AI and ML.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/\" \/>\n<meta property=\"og:site_name\" content=\"DEPT\u00ae\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-05T14:05:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/\"},\"author\":{\"name\":\"Kelsey Anderson\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-uki\\\/#\\\/schema\\\/person\\\/11a739d5f58336940072164b49fcdef8\"},\"headline\":\"Three ways ML &amp; AI are impacting healthcare\u00a0\",\"datePublished\":\"2024-09-09T18:20:10+00:00\",\"dateModified\":\"2025-12-05T14:05:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/\"},\"wordCount\":8,\"image\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.deptagency.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/ai-ml-in-healthcare-indsutry.jpg\",\"inLanguage\":\"en-in\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/\",\"url\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/\",\"name\":\"Three ways ML &amp; AI are impacting healthcare\u00a0 - DEPT\u00ae\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-uki\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.deptagency.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/ai-ml-in-healthcare-indsutry.jpg\",\"datePublished\":\"2024-09-09T18:20:10+00:00\",\"dateModified\":\"2025-12-05T14:05:00+00:00\",\"description\":\"From detecting anomalies during pregnancy to converting medical notes into official documentation, below are just a few healthcare brands DEPT\u00ae is advancing with AI and ML.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#breadcrumb\"},\"inLanguage\":\"en-in\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-in\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.deptagency.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/ai-ml-in-healthcare-indsutry.jpg\",\"contentUrl\":\"https:\\\/\\\/www.deptagency.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/ai-ml-in-healthcare-indsutry.jpg\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/insight\\\/three-ways-ml-ai-are-impacting-healthcare\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.deptagency.com\\\/en-in\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Three ways ML &amp; AI are impacting healthcare\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-uki\\\/#website\",\"url\":\"https:\\\/\\\/www.deptagency.com\\\/en-uki\\\/\",\"name\":\"DEPT\u00ae\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.deptagency.com\\\/en-uki\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-in\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.deptagency.com\\\/en-uki\\\/#\\\/schema\\\/person\\\/11a739d5f58336940072164b49fcdef8\",\"name\":\"Kelsey Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-in\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/06ab81b96f3e7a26111a8aa780fc1f0f32e70b40ffa90a63c87e8696ebfe8c69?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/06ab81b96f3e7a26111a8aa780fc1f0f32e70b40ffa90a63c87e8696ebfe8c69?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/06ab81b96f3e7a26111a8aa780fc1f0f32e70b40ffa90a63c87e8696ebfe8c69?s=96&d=mm&r=g\",\"caption\":\"Kelsey Anderson\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Three ways ML &amp; AI are impacting healthcare\u00a0 - DEPT\u00ae","description":"From detecting anomalies during pregnancy to converting medical notes into official documentation, below are just a few healthcare brands DEPT\u00ae is advancing with AI and ML.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/","og_locale":"en_US","og_type":"article","og_title":"Three ways ML &amp; AI are impacting healthcare\u00a0 - DEPT\u00ae","og_description":"From detecting anomalies during pregnancy to converting medical notes into official documentation, below are just a few healthcare brands DEPT\u00ae is advancing with AI and ML.","og_url":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/","og_site_name":"DEPT\u00ae","article_modified_time":"2025-12-05T14:05:00+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#article","isPartOf":{"@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/"},"author":{"name":"Kelsey Anderson","@id":"https:\/\/www.deptagency.com\/en-uki\/#\/schema\/person\/11a739d5f58336940072164b49fcdef8"},"headline":"Three ways ML &amp; AI are impacting healthcare\u00a0","datePublished":"2024-09-09T18:20:10+00:00","dateModified":"2025-12-05T14:05:00+00:00","mainEntityOfPage":{"@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/"},"wordCount":8,"image":{"@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#primaryimage"},"thumbnailUrl":"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg","inLanguage":"en-in"},{"@type":"WebPage","@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/","url":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/","name":"Three ways ML &amp; AI are impacting healthcare\u00a0 - DEPT\u00ae","isPartOf":{"@id":"https:\/\/www.deptagency.com\/en-uki\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#primaryimage"},"image":{"@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#primaryimage"},"thumbnailUrl":"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg","datePublished":"2024-09-09T18:20:10+00:00","dateModified":"2025-12-05T14:05:00+00:00","description":"From detecting anomalies during pregnancy to converting medical notes into official documentation, below are just a few healthcare brands DEPT\u00ae is advancing with AI and ML.","breadcrumb":{"@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#breadcrumb"},"inLanguage":"en-in","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/"]}]},{"@type":"ImageObject","inLanguage":"en-in","@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#primaryimage","url":"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg","contentUrl":"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/09\/ai-ml-in-healthcare-indsutry.jpg","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/www.deptagency.com\/en-in\/insight\/three-ways-ml-ai-are-impacting-healthcare\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.deptagency.com\/en-in\/"},{"@type":"ListItem","position":2,"name":"Three ways ML &amp; AI are impacting healthcare\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/www.deptagency.com\/en-uki\/#website","url":"https:\/\/www.deptagency.com\/en-uki\/","name":"DEPT\u00ae","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.deptagency.com\/en-uki\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-in"},{"@type":"Person","@id":"https:\/\/www.deptagency.com\/en-uki\/#\/schema\/person\/11a739d5f58336940072164b49fcdef8","name":"Kelsey Anderson","image":{"@type":"ImageObject","inLanguage":"en-in","@id":"https:\/\/secure.gravatar.com\/avatar\/06ab81b96f3e7a26111a8aa780fc1f0f32e70b40ffa90a63c87e8696ebfe8c69?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/06ab81b96f3e7a26111a8aa780fc1f0f32e70b40ffa90a63c87e8696ebfe8c69?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/06ab81b96f3e7a26111a8aa780fc1f0f32e70b40ffa90a63c87e8696ebfe8c69?s=96&d=mm&r=g","caption":"Kelsey Anderson"}}]}},"_links":{"self":[{"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/insight\/4372760","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/insight"}],"about":[{"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/types\/article"}],"author":[{"embeddable":true,"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/users\/94"}],"version-history":[{"count":1,"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/insight\/4372760\/revisions"}],"predecessor-version":[{"id":4372763,"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/insight\/4372760\/revisions\/4372763"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/media\/4372761"}],"wp:attachment":[{"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/media?parent=4372760"}],"wp:term":[{"taxonomy":"person","embeddable":true,"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/person?post=4372760"},{"taxonomy":"insight-topic","embeddable":true,"href":"https:\/\/www.deptagency.com\/en-in\/wp-json\/wp\/v2\/insight-topics?post=4372760"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}