{"id":277824,"date":"2025-03-24T12:27:49","date_gmt":"2025-03-24T09:27:49","guid":{"rendered":"https:\/\/timspark.com\/?p=277824"},"modified":"2025-11-19T12:51:09","modified_gmt":"2025-11-19T09:51:09","slug":"future-of-ai-in-healthcare-trends","status":"publish","type":"post","link":"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/","title":{"rendered":"Future of AI in Healthcare: Trends to Watch in 2025"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Section&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;60px||||false|false&#8221; custom_padding_tablet=&#8221;60px||||false|false&#8221; custom_padding_phone=&#8221;80px||||false|false&#8221; global_module=&#8221;382508&#8243; saved_tabs=&#8221;all&#8221; 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custom_padding=&#8221;0px||3px|||&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_code _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_77 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Page Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Prze\u0142\u0105cznik Spisu Tre\u015bci\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#AI_Technology_Trends_in_Healthcare\">AI Technology Trends in Healthcare<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#1_Telemedicine_and_IoMT_for_Monitoring_Patients_Health\">1. Telemedicine and IoMT for Monitoring Patients\u2019 Health<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#2_Surgical_Robots_with_Built-in_AI\">2. Surgical Robots with Built-in AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#3_Application_of_Computer_Vision_to_Patient_Care\">3. Application of Computer Vision to Patient Care<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#4_AI_as_a_Personal_Assistant\">4. AI as a Personal Assistant<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#5_Disease_Prevention_Using_AI\">5. Disease Prevention Using AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#6_Neural_Networks_for_Research_and_Diagnostics\">6. Neural Networks for Research and Diagnostics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#7_Handwriting_Recognition_for_Digitizing_Medical_Records\">7. Handwriting Recognition for Digitizing Medical Records<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#8_AI_for_Administrative_Tasks\">8. AI for Administrative Tasks<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#Overall_Impact_of_AI_on_Healthcare_and_Related_Fields\">Overall Impact of AI on Healthcare and Related Fields<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#Interested_in_Building_Your_Own_AI_Projects\">Interested in Building Your Own AI Projects?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/timspark.com\/pl\/blog\/future-of-ai-in-healthcare-trends\/#References\">References<\/a><\/li><\/ul><\/nav><\/div>\n[\/et_pb_code][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; link_font=&#8221;||on||on||||&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Just 20 years ago, <a href=\"https:\/\/timspark.com\/blog\/the-journey-of-ai-evolution\/\">discussions about Artificial Intelligence (AI)<\/a> were often\u00a0perceived as science fiction. However, the latest achievements in IT and increased computing power have allowed breakthroughs in this area. AI has become a part of our lives, especially in such an important field as healthcare. Despite traditional conservatism in medicine, factors such as the aging population and the COVID-19 pandemic have made the use of AI not only possible but even necessary. Recently, the workload on medical staff has increased drastically, so an intelligent and tireless assistant came in handy. So, what is the future of AI in healthcare? Let&#8217;s delve into healthcare trends in 2023 and beyond.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"AI_Technology_Trends_in_Healthcare\"><\/span>AI Technology Trends in Healthcare<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Among the digital trends in healthcare, it is worth noting the following ones:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Telemedicine and IoMT for monitoring patients\u2019 health<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Surgical robots with built-in AI<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Application of computer vision to patient care<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>AI as a personal assistant<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Disease prevention using AI<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Neural networks for research and diagnostics<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>Handwriting recognition for digitizing medical records<\/strong><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><strong>AI for administrative tasks<\/strong><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Let&#8217;s look at these areas in more detail.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"1_Telemedicine_and_IoMT_for_Monitoring_Patients_Health\"><\/span>1. Telemedicine and IoMT for Monitoring Patients\u2019 Health<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">The Internet of Medical Things (IoMT) has given impetus to the development of telemedicine. AI-integrated wearable devices connect to a secure network, allowing doctors to remotely collect patient health data, process it, and send back new recommendations. Moreover, these smart devices can operate relatively autonomously and instantly respond to deviations in a person&#8217;s condition, for example, monitoring heart rate or blood pressure. At the slightest suspicion that a patient is in danger, AI will alert a human doctor. Meanwhile, the server-based AI solution can process large volumes of data transmitted from hundreds of thousands of devices simultaneously while applying a personalized approach to monitoring each patient&#8217;s health.\u00a0<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">According to the RockHealth.org study, about 80% of Americans accessed care via telemedicine. 46% of respondents reported having a wearable device to track their health condition. <a href=\"https:\/\/rockhealth.com\/insights\/consumer-adoption-of-digital-health-in-2022-moving-at-the-speed-of-trust\/ \" target=\"_blank\" rel=\"noopener\">[1]<\/a><\/span><\/i><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2023\/11\/Weareble-ownership-1.webp&#8221; alt=&#8221;Bar chart showing wearable ownership growth from 2019 to 2022. Ownership increased from 33% in 2019 to 43% in 2020, 45% in 2021, and 46% in 2022, highlighting steady adoption of wearable devices.&#8221; title_text=&#8221;wearable ownership&#8221; show_in_lightbox=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Surgical_Robots_with_Built-in_AI\"><\/span>2. Surgical Robots with Built-in AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Speaking of smart devices, it is worth mentioning surgical robots \u2014 these little assistants to surgeons can perform complex operations with minimal damage to the human body. The doctor still makes decisions during the surgery, but the manipulations and collection of the necessary data are carried out by microrobots. As a result, the patient can recover faster, and the risks of relapse are reduced.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">Strategic Market Research reported that the share of robotic surgery in general surgery was 23% in 2022. The surgical robot market is valued at US$5.16 billion in 2021 and is projected to reach US$20.98 billion by 2030. <\/span><\/i><a href=\"https:\/\/www.strategicmarketresearch.com\/blogs\/robotic-surgery-statistics \" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">[2]<\/span><\/i><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Application_of_Computer_Vision_to_Patient_Care\"><\/span>3. Application of Computer Vision to Patient Care<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">The biggest problem in healthcare is that most people do not follow doctors&#8217; orders. This is especially important when preparing for surgery, during the recovery period, or in the case of a chronic disease when the patient needs to perform certain activities on a schedule. And here, AI comes to the rescue. The widespread application of computer vision makes it possible to monitor how a person is taking prescribed medications.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">According to Naturemedicine, about 70% of people with diabetes do not take insulin as prescribed. These results were obtained from an experiment using a wireless AI sensor. <\/span><\/i><a href=\"https:\/\/www.nature.com\/articles\/s41591-021-01273-1\" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">[3]<\/span><\/i><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Moreover, artificial intelligence can recognize subtle signs of health problems in patients. It could be facial expressions, gestures, or asymmetries in walking that indicate the person is in pain. Such monitoring can be quite helpful for the elderly since accidental falls due to impaired postural stability can lead to bone fractures and shorten their life. <\/span><a href=\"https:\/\/www.nia.nih.gov\/health\/falls-and-fractures-older-adults-causes-and-prevention\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[4]<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\"><\/span><\/p>\n<p><span style=\"font-weight: 400;\"><\/span><\/p>\n<p><span style=\"font-weight: 400;\"><\/span><\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_AI_as_a_Personal_Assistant\"><\/span>4. AI as a Personal Assistant<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">The effectiveness of treatment directly depends on knowledge of the complete picture of a person&#8217;s health status. A virtual AI assistant can help a doctor select personalized therapy based on the patient&#8217;s data and accumulated records from millions of similar cases. This approach will be especially effective for the elderly.<\/span><a href=\"https:\/\/www.ibm.com\/downloads\/cas\/NQ4DL4MQ \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"><\/span><\/a><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; link_font=&#8221;||on||on||||&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\"><\/span><\/p>\n<p><span style=\"font-weight: 400;\">The aging population has increased the burden on the medical industry, not only because seniors are getting sick more often but also because older people tend to be lonely, which leads to depression and hypochondria. Artificial intelligence can help here, too: a personal robot assistant will be available 24\/7. Chatbots with the NLP function can successfully communicate with a person in their native language and, at the same time, catch markers of the patient&#8217;s instability by tone of speech or style of writing. This way, older people won&#8217;t feel abandoned, even hundreds of miles from a doctor. After all, AI does not know fatigue and has no prejudices.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The <\/span><a href=\"https:\/\/timspark.com\/portfolio\/ai-driven-health-management-app\/\"><span style=\"font-weight: 400;\">asthma app<\/span><\/a><span style=\"font-weight: 400;\"><a href=\"https:\/\/timspark.com\/portfolio\/ai-driven-health-management-app\/\"> developed by our team<\/a> is an example of AI-powered software that can be used as a virtual assistant for patients and medical staff. If you need something for broader use, the IBM Watsonx Assistant medical chatbot may be a good fit. <\/span><a href=\"https:\/\/www.ibm.com\/downloads\/cas\/NQ4DL4MQ \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[5]<\/span><\/a><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><span style=\"font-weight: 400;\">Market.US predicts that the global healthcare chatbot market will reach US$1168 million by 2032. For reference, in 2022, it was valued at $195.85 million. <\/span><a href=\"https:\/\/market.us\/report\/healthcare-chatbots-market\/ \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[6]<\/span><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2023\/11\/Global-healthcare-chatbots-market-1.webp&#8221; alt=&#8221;Bar chart of global healthcare chatbots market size from 2022 to 2032, growing from $195.85M in 2022 to $1.16B in 2032, with both services and software segments driving steady annual growth.&#8221; title_text=&#8221;global healthcare chatbot market&#8221; show_in_lightbox=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"5_Disease_Prevention_Using_AI\"><\/span>5. Disease Prevention Using AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">In recent years, developed countries have been shifting their focus from treating diseases to preventing them. This issue is especially acute concerning heart stroke, which is still the number one killer. Round-the-clock monitoring of a person&#8217;s health, activity, and lifestyle can reduce mortality and prevent diseases. This approach became possible with the advent of wearable devices. Moreover, even a small amount of data collected by mobile phone sensors (such as gyroscope, accelerometer, etc.) can be processed by AI to prevent, for example, falls. An uneven gait may indicate cardiovascular disease, rheumatism, or even mental instability.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;AI could help&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><span style=\"font-weight: 400;\">AI could help identify people who are at around 90% risk of sudden death and who account for more than 25% of all sudden cardiac deaths.<\/span> <a href=\"https:\/\/newsroom.heart.org\/news\/artificial-intelligence-may-help-predict-possibly-prevent-sudden-cardiac-death \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[7]<\/span><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;3_4,1_4&#8243; use_custom_gutter=&#8221;on&#8221; gutter_width=&#8221;2&#8243; make_equal=&#8221;on&#8221; disabled_on=&#8221;on|on|on&#8221; _builder_version=&#8221;4.21.0&#8243; background_color=&#8221;#b973ff&#8221; max_width=&#8221;1280px&#8221; custom_padding=&#8221;40px|40px|40px|40px|true|false&#8221; border_radii=&#8221;on|5px|5px|5px|5px&#8221; use_custom_width=&#8221;on&#8221; custom_width_px=&#8221;1280px&#8221; disabled=&#8221;on&#8221; 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_builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;display: flex;||flex-direction: column;||row-gap:15px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2024\/03\/healthcare_blog.svg&#8221; alt=&#8221;AI development services&#8221; title_text=&#8221;healthcare_blog&#8221; src_tablet=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2023\/10\/cybersecurity-1.svg&#8221; src_phone=&#8221;&#8221; src_last_edited=&#8221;on|phone&#8221; disabled_on=&#8221;on|off|off&#8221; _builder_version=&#8221;4.24.3&#8243; _module_preset=&#8221;default&#8221; width=&#8221;56%&#8221; width_tablet=&#8221;75%&#8221; width_phone=&#8221;75%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;right&#8221; custom_margin=&#8221;0px|0px||0px|false|false&#8221; custom_padding=&#8221;0px|0px||0px|false|false&#8221; module_alignment_tablet=&#8221;right&#8221; module_alignment_phone=&#8221;right&#8221; module_alignment_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"6_Neural_Networks_for_Research_and_Diagnostics\"><\/span>6. Neural Networks for Research and Diagnostics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; link_font=&#8221;||on||on||||&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; hover_enabled=&#8221;0&#8243; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p><span style=\"font-weight: 400;\">Prevention of diseases and assistance in <a href=\"https:\/\/www.goodfirms.co\/resources\/ai-in-healthcare-future-patient-care-management\/\" target=\"_blank\" rel=\"noopener\" title=\"AI In Healthcare: The Future Of Patient Care And Health Management\">patient care<\/a> are special cases of the Research and Diagnostic field, where AI benefits the most. With machine learning approaches, including neural networks and deep learning, it is possible to derive non-trivial correlations in vast accumulated volumes of data. Artificial intelligence can now do what took research centers years to accomplish in days or even hours.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Of course, it would be unwise to exclude humans from this field: AI may discover an interesting relationship between a person&#8217;s diet and the risk of heart attacks or detect a suspicious spot on a patient&#8217;s X-rays, but the final decision rests with a human professional. Replacing the radiologist with a completely robotic solution risks false negatives, and it is also unethical. If the news is bad, the patient wants to hear it from a sympathetic person, not a soulless machine. Moreover, AI does not have the critical thinking inherent in humans and, therefore, cannot objectively evaluate the result obtained. The latter is essential for self-learning systems: AI cannot understand how to correct the data it is trained on. We all remember how ChatGPT 4 suddenly became dumber <\/span><a href=\"https:\/\/www.dw.com\/en\/is-chatgpt-getting-dumber\/a-66352529 \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[9]<\/span><\/a><span style=\"font-weight: 400;\"> after training on publicly available data on the Internet.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nevertheless, the help of a superbrain in processing data, finding correlations, and even proposing innovations (for example, developing new drugs or vaccines) is invaluable. Such ready-made services as Microsoft AI Health can be used for these purposes. <\/span><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/ai-for-good-research-lab\/articles\/microsofts-ai-for-health-program-solving-the-worlds-biggest-health-issues-one-life-at-a-time\/ \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[10]<\/span><\/a><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><span style=\"font-weight: 400;\">McKinsey research shows that AI can be <\/span><span style=\"font-weight: 400;\">beneficial <\/span><span style=\"font-weight: 400;\">for discovering new drug compounds. The use of artificial intelligence in the pharmaceutical and medical-product industries could potentially increase their productivity &#8211; from 2.6 to 4.5% of annual revenue or from $60 to $110 billion per year. <\/span><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[11]<\/span><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"7_Handwriting_Recognition_for_Digitizing_Medical_Records\"><\/span>7. Handwriting Recognition for Digitizing Medical Records<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;7&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Electronic Health Records (EHR) will no longer surprise anyone. However, there is still quite a large amount of handwritten data that needs to be digitized and classified. AI can help recognize handwritten texts, and its self-learning abilities make it possible to decipher different handwriting of doctors. This doesn&#8217;t just apply to old records; it also applies to new ones. Despite global digitalization, it is sometimes more convenient for medical staff to write a treatment plan by hand or even create it verbally using speech recognition services, such as AWS HealthScribe. <\/span><a href=\"https:\/\/press.aboutamazon.com\/2023\/7\/aws-announces-aws-healthscribe-a-new-generative-ai-powered-service-that-automatically-creates-clinical-documentation \" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">[12]<\/span><\/a><\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;7&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">Future Market Insights states that EHR Software leads the US healthcare solutions market with approximately 63.3% share in 2022. The Electronic Health Records market in the United States is expected to reach $15.3 billion by 2033. <\/span><\/i><a href=\"https:\/\/www.futuremarketinsights.com\/reports\/usa-electronic-health-records-market \" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">[13]<\/span><\/i><\/a><\/p>\n<p><i><span style=\"font-weight: 400;\"><\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\"><\/span><\/i><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||0px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"8_AI_for_Administrative_Tasks\"><\/span>8. AI for Administrative Tasks<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Conveniently making an appointment with a doctor, timely ordering materials and medications, and processing insurance claims take up considerable time for medical personnel and are not always performed optimally. An AI assistant can save valuable human time and complete the above tasks more efficiently.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Has the doctor&#8217;s appointment schedule changed? The virtual assistant can call patients and find another convenient time for everyone or ensure that prosthetists order suitable materials on time. Artificial intelligence can monitor every stage of work and remind those in charge of the necessary steps. When analyzing insurance claims, AI plays a significant role in fraud prevention. Thus, AI-based solutions can improve the efficiency of routine tasks and reduce the number of human errors.<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">Today, healthcare workers spend up to 70% of their time performing routine administrative tasks. AI could help here by taking over about 50% of administrative tasks. <\/span><\/i><a href=\"https:\/\/www.mckinsey.com\/industries\/healthcare\/our-insights\/transforming-healthcare-with-ai \" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">[14]<\/span><\/i><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Overall_Impact_of_AI_on_Healthcare_and_Related_Fields\"><\/span>Overall Impact of AI on Healthcare and Related Fields<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; link_font=&#8221;||on||on||||&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><strong>The use of artificial intelligence is not limited to the above trends. AI is capable of:<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Improving approaches to medical education through personalization and integration with entertainment technologies such as VR\/AR;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Making insurance processes more transparent, which is very important for countries with developed insurance medicine;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Helping in the development of high technologies and so on.<\/span><\/li>\n<\/ul>\n<p><strong>A McKinsey study <a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier \" target=\"_blank\" rel=\"noopener\">[11]<\/a> found the following impact of AI on healthcare and related fields:<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Artificial intelligence in software engineering can significantly reduce costs and speed up the process, which is extremely important for <a href=\"https:\/\/timspark.com\/blog\/software-development-in-healthcare\/\">healthcare tech development<\/a>.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">With the adoption of AI, supply chains and operations can become more transparent and seamless.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Most of the tasks of attracting and retaining customers (or patients in the case of healthcare) can be delegated to virtual assistants.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">And we shouldn&#8217;t forget the contribution of AI in research and development, especially when we talk about pharmaceuticals and medical products.<\/span><\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">According to McKinsey, AI can increase productivity in healthcare from 1.8 to 3.2% of annual revenue, or from $150 to $260 billion per year.<\/span><\/i> <a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier \" target=\"_blank\" rel=\"noopener\"><i><span style=\"font-weight: 400;\">[11]<\/span><\/i><\/a><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/timspark.com\/wp-content\/uploads\/2023\/11\/Generative-Al-productivity-impact-by-business-functions-1.webp&#8221; alt=&#8221;Heatmap of generative AI productivity impact by business functions across industries. High tech shows the strongest impact (4.8\u20139.3% of revenue), especially in software engineering and marketing. Pharmaceuticals benefit most in product R&#038;D, while insurance and healthcare see moderate gains across marketing, operations, and supply chain.&#8221; title_text=&#8221;generative ai use cases&#8221; show_in_lightbox=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||48px||false|false&#8221; custom_margin_tablet=&#8221;||64px||false|false&#8221; custom_margin_phone=&#8221;||48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; border_radii=&#8221;on|12px|12px|12px|12px&#8221; border_width_all=&#8221;1px&#8221; border_color_all=&#8221;#eaeaea&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Interested_in_Building_Your_Own_AI_Projects\"><\/span>Interested in Building Your Own AI Projects?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; link_font=&#8221;||on||on||||&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><span style=\"font-weight: 400;\">Would you like to launch your own AI startup but are unsure of success? AI projects, in general, are costly, and considering you&#8217;ll have to compete with the likes of Apple, Amazon, and Microsoft, does it make sense to invest in your idea?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Reviewing healthcare technology trends, we at Timspark believe it&#8217;s worth a try. Each project has its highlight (the so-called killer feature), and we can focus on it during development. At the same time, <a href=\"https:\/\/timspark.com\/blog\/custom-ai-solutions-vs-ready-to-use-ai\/\">ready-made AI services<\/a> can be integrated into your solution. This approach allows you to bring a product to market and test your idea quickly. As the popularity of the developed solution grows, third-party services may be replaced one by one. Meanwhile, the accumulated user data can be used to train your own AI software.\u00a0\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Timspark&#8217;s professionals with a computer science degree and experience in Python, Go, C++, Java, Rust, or other languages applicable to machine learning will be happy to support you on this challenging journey. <\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; collapsed=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.21.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_id=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; header_2_font_size=&#8221;32px&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin_tablet=&#8221;&#8221; custom_margin_phone=&#8221;||24px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2><span class=\"ez-toc-section\" id=\"References\"><\/span>References<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;8&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#13151d&#8221; text_line_height=&#8221;1.6em&#8221; link_font=&#8221;||on||on||||&#8221; header_2_font=&#8221;Work Sans|700|||||||&#8221; header_2_font_size=&#8221;36px&#8221; header_2_line_height=&#8221;1.5em&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;100%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;800px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;|0px|48px||false|false&#8221; custom_margin_tablet=&#8221;|0px|48px||false|false&#8221; custom_margin_phone=&#8221;|0px|48px||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;|0px||0px|false|false&#8221; text_font_size_tablet=&#8221;&#8221; text_font_size_phone=&#8221;16px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Consumer adoption of digital health in 2022: Moving at the speed of trust. <em><a href=\"https:\/\/rockhealth.com\/insights\/consumer-adoption-of-digital-health-in-2022-moving-at-the-speed-of-trust\/\" target=\"_blank\" rel=\"nofollow noopener\">RockHealth.org, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Top Robotic Surgery Statistics to Follow in 2023. <em><a href=\"https:\/\/www.strategicmarketresearch.com\/blogs\/robotic-surgery-statistics\" target=\"_blank\" rel=\"nofollow noopener\">Strategic Market Research, 2023.<\/a><\/em><\/span><em><span style=\"font-weight: 400;\">\u00a0<\/span><\/em><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Assessment of medication self-administration using artificial intelligence. <em><a href=\"https:\/\/www.nature.com\/articles\/s41591-021-01273-1\" target=\"_blank\" rel=\"nofollow noopener\">Nature Medicine, 2021.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Falls and Fractures in Older Adults: Causes and Prevention. <em><a href=\"https:\/\/www.nia.nih.gov\/health\/falls-and-fractures-older-adults-causes-and-prevention\" target=\"_blank\" rel=\"nofollow noopener\">National Institute of Aging, 2022.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">IBM Watson Assistant for Health Benefits Data Sheet. <em><a href=\"https:\/\/www.ibm.com\/downloads\/cas\/NQ4DL4MQ\" target=\"_blank\" rel=\"nofollow noopener\">IBM, 2018.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Healthcare Chatbots Market. <em><a href=\"https:\/\/market.us\/report\/healthcare-chatbots-market\/\" target=\"_blank\" rel=\"nofollow noopener\">Market.US, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Artificial intelligence may help predict \u2013 possibly prevent \u2013 sudden cardiac death. <em><a href=\"https:\/\/newsroom.heart.org\/news\/artificial-intelligence-may-help-predict-possibly-prevent-sudden-cardiac-death\" target=\"_blank\" rel=\"nofollow noopener\">American Heart Association Resuscitation Science Symposium, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Apple is reportedly developing an AI-powered health coaching service. <em><a href=\"https:\/\/techcrunch.com\/2023\/04\/25\/apple-is-reportedly-developing-an-ai-powered-health-coaching-service\/\" target=\"_blank\" rel=\"nofollow noopener\">Apple, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Is ChatGPT getting dumber? <em><a href=\"https:\/\/www.dw.com\/en\/is-chatgpt-getting-dumber\/a-66352529\" target=\"_blank\" rel=\"nofollow noopener\">Deutsche Welle, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The Microsoft AI for Health program: Solving the world\u2019s biggest health issues, one life at a time. <em><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/group\/ai-for-good-research-lab\/articles\/microsofts-ai-for-health-program-solving-the-worlds-biggest-health-issues-one-life-at-a-time\/\" target=\"_blank\" rel=\"nofollow noopener\">Microsoft, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The economic potential of generative AI: The next productivity frontier. <em><a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier\" target=\"_blank\" rel=\"nofollow noopener\">McKinsey &amp; Company, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS Announces AWS HealthScribe, a New Generative AI-Powered Service that Automatically Creates Clinical Documentation. <em><a href=\"https:\/\/press.aboutamazon.com\/2023\/7\/aws-announces-aws-healthscribe-a-new-generative-ai-powered-service-that-automatically-creates-clinical-documentation\" target=\"_blank\" rel=\"nofollow noopener\">Amazon, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">USA Electronic Health Records Market Snapshot. <em><a href=\"https:\/\/www.futuremarketinsights.com\/reports\/usa-electronic-health-records-market\" target=\"_blank\" rel=\"nofollow noopener\">Future Market Insights, 2023.<\/a><\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Transforming healthcare with AI: The impact on the workforce and organizations. <em><a href=\"https:\/\/www.mckinsey.com\/industries\/healthcare\/our-insights\/transforming-healthcare-with-ai\" target=\"_blank\" rel=\"nofollow noopener\">McKinsey &amp; Company, 2020.<\/a><\/em><\/li>\n<\/ol>\n<p>[\/et_pb_text][dsm_social_share_buttons dsm_alignment=&#8221;left&#8221; dsm_social_hover_animation=&#8221;dsm-grow&#8221; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Fira Sans||||||||&#8221; width=&#8221;65%&#8221; width_tablet=&#8221;65%&#8221; width_phone=&#8221;65%&#8221; width_last_edited=&#8221;on|desktop&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;0px||||false|false&#8221; custom_margin_tablet=&#8221;0px||||false|false&#8221; custom_margin_phone=&#8221;0px||||false|false&#8221; custom_margin_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;0px||0px||true|false&#8221; custom_padding_tablet=&#8221;0px||0px||true|false&#8221; custom_padding_phone=&#8221;0px||0px||true|false&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][dsm_social_share_buttons_child dsm_network=&#8221;twitter&#8221; _builder_version=&#8221;4.24.2&#8243; 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