[{"data":1,"prerenderedAt":426},["ShallowReactive",2],{"slug-preparing-for-ai-driven-medicine-6-crucial-questions-for-tomorrows-doctors":3},{"post":4,"relatedPosts":179,"relatedBooks":333},{"id":5,"date":6,"date_gmt":7,"guid":8,"modified":6,"modified_gmt":7,"slug":10,"status":11,"type":12,"link":13,"title":14,"content":16,"excerpt":19,"author":21,"featured_media":22,"comment_status":23,"ping_status":23,"sticky":24,"template":25,"format":26,"meta":27,"categories":28,"tags":31,"project_category":36,"contact_email_category":39,"yst_prominent_words":40,"class_list":50,"better_featured_image":65,"acf":108,"yoast_meta":123,"_links":126},50545,"2025-02-12T13:12:32","2025-02-12T12:12:32",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=50545&_wpnonce=d1f9148d3e&status=auto-draft&type=post","preparing-for-ai-driven-medicine-6-crucial-questions-for-tomorrows-doctors","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002Fpreparing-for-ai-driven-medicine-6-crucial-questions-for-tomorrows-doctors",{"rendered":15},"Preparing For AI-Driven Medicine: 6 Crucial Questions For Tomorrow’s Doctors",{"rendered":17,"protected":18},"\n\u003Cp>As artificial intelligence (AI) is set to revolutionise medical practice, it is vital for medical students, young and practising doctors to be well-prepared for the changing landscape. The rapid advancements in AI have brought about a major paradigm shift. This article will discuss some critical questions that medical professionals must be able to answer in order to navigate the AI revolution successfully.\u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">1. Do you know enough about AI?\u003C\u002Fh3>\n\n\n\n\u003Cp>As a medical student or a young doctor, it is crucial to have a fundamental understanding of AI, its applications, and potential implications. The Medical Futurist’s paper, \u003Ca href=\"https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fs41746-020-00333-z\">A short guide for medical professionals in the era of artificial intelligence\u003C\u002Fa> provides a high-level overview of AI, its definitions, methods, levels, dangers, and advantages.\u003C\u002Fp>\n\n\n\n\u003Cp>To stay relevant in the evolving healthcare landscape, medical professionals should be aware of the following aspects of AI:\u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Cstrong>Definitions\u003C\u002Fstrong>: Understand the difference between AI, machine learning, and deep learning, along with their potential applications in healthcare.\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Cstrong>Methods\u003C\u002Fstrong>: Have a basic understanding of how different AI techniques such as natural language processing, computer vision, and neural networks can be used.\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Cstrong>Levels\u003C\u002Fstrong>: Recognize the levels of AI, from narrow AI to artificial general intelligence and superintelligence as well as \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002F5-levels-of-automation-in-medicine\" target=\"_blank\" rel=\"noreferrer noopener\">levels of automation and their impact in healthcare settings\u003C\u002Fa>.\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Cstrong>Dangers and advantages\u003C\u002Fstrong>: Evaluate the ethical implications, potential biases, data privacy concerns, and the benefits of AI, such as improved diagnostics, personalized treatments, and streamlined workflows.\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cp>We even launched \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.thinkific.com\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">digital courses both about AI and generative AI\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">2. Is learning to code your way?\u003C\u002Fh3>\n\n\n\n\u003Cp>While learning to code is not a prerequisite for future medical professionals, it can benefit those interested in certain roles and career paths. By learning to code, medical professionals can better understand the technical aspects of AI, communicate with developers, and translate unmet clinical or patient needs into the language of technology.\u003C\u002Fp>\n\n\n\n\u003Cp>Here are two examples of roles where coding knowledge from a medical professional can be a valuable contribution to the team:\u003C\u002Fp>\n\n\n\n\u003Cp>Clinical Informaticist: A clinical informaticist focuses on the implementation and optimization of healthcare information systems, ensuring that they meet the needs of clinicians and patients. They often work closely with software developers, data scientists, and other stakeholders to design, develop, and deploy AI-driven solutions. Having coding skills can help them better understand system requirements and communicate effectively with technical teams.\u003C\u002Fp>\n\n\n\n\u003Cp>AI Researcher in Medicine: As an AI researcher, a medical professional with coding skills can work at the intersection of medicine and AI, designing and developing algorithms that address specific healthcare challenges. Their medical expertise, combined with their coding knowledge, can enable them to contribute to the development of AI-driven diagnostic tools, personalised treatment plans, and other innovative solutions.\u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">3. Do you have a common language with AI?\u003C\u002Fh3>\n\n\n\n\u003Cp>The language of AI is not a coding language like Python, but anticipation. As a medical professional, you need to learn to build decision trees and anticipate the possible outcomes of your actions. This skill, referred to as the language of anticipation, will allow you to understand the progress of AI better and integrate it into your practice.\u003C\u002Fp>\n\n\n\n\u003Cp>To learn the language of anticipation, consider engaging in two-player games like Chess, Go, or Starcraft, which can help hone your ability to predict and foresee outcomes.\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FChess-AI-small-768x432.png\" alt=\"simple\" class=\"wp-image-26391\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FChess-AI-small-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FChess-AI-small-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FChess-AI-small-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FChess-AI-small-512x288.png 512w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FChess-AI-small.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">4. Do you know the skills that differentiate you from your peers?\u003C\u002Fh3>\n\n\n\n\u003Cp>Identifying the \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fupdate-yourself-with-skills-for-the-future\u002F\">skills that make you an exceptional medical professional\u003C\u002Fa> will help you find your unique role in the healthcare ecosystem, especially as AI-based medical technologies become more prevalent. We wrote about the \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Ffuture-empathy-not-coding\u002F\">crucial skills for future medical professionals\u003C\u002Fa> multiple times \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Ffuture-trends-help-you-choose-the-most-fitting-medical-specialty\u002F\">in the past years\u003C\u002Fa>:\u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>Digital health literacy\u003C\u002Fli>\n\n\n\n\u003Cli>Knowledge about AI\u003C\u002Fli>\n\n\n\n\u003Cli>Ability to translate practical clinical issues into technological solutions\u003C\u002Fli>\n\n\n\n\u003Cli>Teamwork\u003C\u002Fli>\n\n\n\n\u003Cli>Creativity\u003C\u002Fli>\n\n\n\n\u003Cli>Intuition\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cp>Knowing and developing these skills\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fhow-to-prepare-the-future-generation-of-physicians\u002F\"> will enable you to maintain your relevance\u003C\u002Fa> in an AI-driven healthcare system.\u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">5. Do you know what impact AI will have on the medical specialty you choose?\u003C\u002Fh3>\n\n\n\n\u003Cp>Understanding \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Ftowards-creativity-in-healthcare-the-impact-of-digital-technologies-on-medical-specialties-in-an-infographic\u002F\">the potential impact of AI and automation on your chosen medical specialty\u003C\u002Fa> will allow you to adjust your skillset and focus accordingly. This analysis categorizes medical specialties based on two pairs of criteria: data-based vs. interaction-based on one axis and repetitive vs. creative tasks on the other axis. \u003C\u002Fp>\n\n\n\n\u003Cp>By identifying where your specialty falls within these quadrants, you can better anticipate the effects of AI on your future career and adapt accordingly.\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image\">\u003Cimg decoding=\"async\" src=\"https:\u002F\u002Flh5.googleusercontent.com\u002FsVYCxeQziS5BqB0SWfiLhV_WVB9-sN5WV44unQhda8HMJi44yxCOpyeHjXVC9Dg3THHScG3jViDFHwRStiQiJBwX58p5p_qF233n3jbI6PofbgpjrwI-9LIMRXZ8v4-Frob1Hz4Yzrij-6kW_go6rH0\" alt=\"\"\u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">6. Are you ready for the real era of the art of medicine?\u003C\u002Fh3>\n\n\n\n\u003Cp>The art of medicine will not disappear due to AI; in fact, this technological revolution may usher in \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fartificial-intelligence-and-the-art-of-medicine\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">a new era of medical artistry\u003C\u002Fa>. As AI will develop novel treatments and repurpose existing drugs, your role as a medical professional will be to understand the rationale behind these breakthroughs. \u003C\u002Fp>\n\n\n\n\u003Cp>And you will need everything at your disposal: knowledge in biology, pathology, technological details, experience, human supervision, intuition, and creativity, to understand how AI could find a cure for a disease we couldn’t find for hundreds of years. That’s gonna be the real art of medicine. \u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">The future of medicine is the future of AI\u003C\u002Fh3>\n\n\n\n\u003Cp>I believe that by being able to answer these questions, future medical professionals can better prepare themselves for the AI-driven healthcare landscape. \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.thinkific.com\u002Fcourses\u002Fintroduction-to-artificial-intelligence-in-medicine-and-healthcare\" target=\"_blank\" rel=\"noreferrer noopener\">Embracing and integrating AI technologies into medical practice\u003C\u002Fa> will not only benefit patients but also enhance the careers of those who are well-equipped for this new era of medicine.\u003C\u002Fp>\n",false,{"rendered":20,"protected":18},"\u003Cp>Here are six critical questions medical professionals must be able to answer in order to navigate the AI revolution successfully.\u003C\u002Fp>\n",6,50547,"closed",true,"","standard",{"_acf_changed":18,"footnotes":25},[29,30],504,516,[32,33,34,35],308,134,144,207,[37,38],949,950,[],[41,42,43,44,45,46,47,48,49],2981,3195,3615,1683,1701,1715,1723,1739,2669,[51,12,52,53,54,55,56,57,58,59,60,61,62,63,64],"post-50545","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-medical-education","tag-medical-education","tag-ai","tag-artificial-intelligence","tag-digital-health","project_category-educators","project_category-medical-professionals",{"id":22,"alt_text":66,"caption":25,"description":66,"media_type":67,"media_details":68,"post":5,"source_url":107},"TMF, medical student, AI, doctor, data, computer","image",{"width":69,"height":70,"file":71,"filesize":72,"sizes":73,"image_meta":105},1920,1080,"2023\u002F04\u002Ftmf_article_357.png",320342,{"medium":74,"large":81,"thumbnail":87,"medium_large":92,"1536x1536":93,"2048x2048":99},{"file":75,"width":76,"height":77,"mime-type":78,"filesize":79,"source_url":80},"tmf_article_357-370x208.png","370","208","image\u002Fpng","43177","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002Ftmf_article_357-370x208.png",{"file":82,"width":83,"height":84,"mime-type":78,"filesize":85,"source_url":86},"tmf_article_357-768x432.png","768","432","114506","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002Ftmf_article_357-768x432.png",{"file":88,"width":89,"height":89,"mime-type":78,"filesize":90,"source_url":91},"tmf_article_357-150x150.png","150","19430","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002Ftmf_article_357-150x150.png",{"file":82,"width":83,"height":84,"mime-type":78,"filesize":85,"source_url":86},{"file":94,"width":95,"height":96,"mime-type":78,"filesize":97,"source_url":98},"tmf_article_357-1536x864.png","1536","864","274815","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002Ftmf_article_357-1536x864.png",{"file":100,"width":101,"height":102,"mime-type":78,"filesize":103,"source_url":104},"tmf_article_357-2048x1152.png","2048","1152","394019","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002Ftmf_article_357-2048x1152.png",{"aperture":106,"credit":25,"camera":25,"caption":25,"created_timestamp":106,"copyright":25,"focal_length":106,"iso":106,"shutter_speed":106,"title":25,"orientation":106},"0","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002Ftmf_article_357.png",{"cta_type":109,"cta_color":25,"related_books":110,"related_posts_footer":114,"related_posts":18,"subtitle":25,"key_takeaways":118},"subscribe",[111,112,113],24762,30419,31417,[115,116,117],50219,49937,30683,[119,121],{"title":120},"\u003Cp>This article will discuss some critical questions that medical professionals must be able to answer in order to navigate the AI revolution successfully.\u003C\u002Fp>\n",{"title":122},"\u003Cp>Future medical professionals can better prepare themselves for the AI-driven healthcare landscape.\u003C\u002Fp>\n",{"yoast_wpseo_title":124,"yoast_wpseo_metadesc":125,"yoast_wpseo_canonical":13},"Preparing For AI-Driven Medicine: 6 Questions For Tomorrow's Doctors","Here are six critical questions current and future doctors must be able to answer to successfully navigate the AI revolution in medicine.",{"self":127,"collection":133,"about":136,"author":139,"replies":142,"version-history":145,"predecessor-version":149,"wp:featuredmedia":153,"wp:attachment":156,"wp:term":159,"curies":175},[128],{"href":129,"targetHints":130},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F50545",{"allow":131},[132],"GET",[134],{"href":135},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts",[137],{"href":138},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fpost",[140],{"embeddable":24,"href":141},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F6",[143],{"embeddable":24,"href":144},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=50545",[146],{"count":147,"href":148},8,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F50545\u002Frevisions",[150],{"id":151,"href":152},58501,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F50545\u002Frevisions\u002F58501",[154],{"embeddable":24,"href":155},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F50547",[157],{"href":158},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=50545",[160,163,166,169,172],{"taxonomy":161,"embeddable":24,"href":162},"category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=50545",{"taxonomy":164,"embeddable":24,"href":165},"post_tag","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=50545",{"taxonomy":167,"embeddable":24,"href":168},"project_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=50545",{"taxonomy":170,"embeddable":24,"href":171},"contact_email_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=50545",{"taxonomy":173,"embeddable":24,"href":174},"yst_prominent_words","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=50545",[176],{"name":177,"href":178,"templated":24},"wp","https:\u002F\u002Fapi.w.org\u002F{rel}",[180],{"id":117,"date":181,"date_gmt":182,"guid":183,"modified":185,"modified_gmt":186,"slug":187,"status":11,"type":12,"link":188,"title":189,"content":191,"excerpt":193,"author":195,"featured_media":196,"comment_status":23,"ping_status":23,"sticky":24,"template":25,"format":26,"meta":197,"categories":198,"tags":210,"project_category":221,"contact_email_category":224,"yst_prominent_words":225,"class_list":232,"better_featured_image":257,"acf":279,"yoast_meta":287,"_links":290},"2023-03-09T10:00:00","2023-03-09T09:00:00",{"rendered":184},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=30683&_wpnonce=1acf9982cc&status=auto-draft&type=post","2023-03-06T18:42:57","2023-03-06T17:42:57","can-your-smartwatch-send-you-to-the-hospital","https:\u002F\u002Fmedicalfuturist.com\u002Fcan-your-smartwatch-send-you-to-the-hospital",{"rendered":190},"Can Your Smartwatch Send You To The Hospital?",{"rendered":192,"protected":18},"\n\u003Cp>If you are among the millions of smartwatch owners with a cardiac abnormality detection feature, you might very well have tried this feature on yourself. But what would you do if it told you that you have atrial fibrillation (AFib), an irregular heart rhythm disorder that increases stroke risk? If you don’t have a history of cardiovascular ailments, you might, at first, think it’s an issue with the firmware, an incorrect reading or even a faulty device. \u003C\u002Fp>\n\n\n\n\u003Cp>But what if the result persists after several tests; and even after other people who used the same watch showed normal results? You would likely consult your physician to determine if there’s a need to worry. If the results are negative, then all the better. But if your physician’s tests corroborate with the smartwatch’s results, then you could undergo potentially life-saving treatment.\u003C\u002Fp>\n\n\n\u003Cdiv class=\"wp-block-image\">\n\u003Cfigure class=\"aligncenter size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F11\u002F124_tmf_illu-768x432.png\" alt=\"\" class=\"wp-image-25353\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F11\u002F124_tmf_illu-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F11\u002F124_tmf_illu-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F11\u002F124_tmf_illu-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F11\u002F124_tmf_illu-2048x1152.png 2048w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F11\u002F124_tmf_illu.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>This is exactly what happened to Zsolt Varga, an IT professional from Budapest, who we interviewed earlier. The Apple Watch he received as a Christmas present correctly notified him of a previously undiscovered AFib. This allowed him to take preventive measures and have his physician monitor his condition well before any complications arose. And Mr Varga is not the only one turning to the ER following notification of their smartwatch. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Feconomictimes.indiatimes.com\u002Fnews\u002Fnew-updates\u002Fapple-watch-saves-owners-life-from-fatal-internal-bleeding-after-nap-heres-what-happened\u002Farticleshow\u002F98091250.cms\" target=\"_blank\">Recently \u003C\u002Fa>an Apple watch also saved its owner’s life who had internal bleeding which was discovered after repeated notifications from the device. The more people wear such devices, the more often we read similar stories. \u003C\u002Fp>\n\n\n\n\u003Cp>ECG capabilities are embedded in a \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.linkedin.com\u002Fposts\u002Fbertalanmesko_garmin-adds-fda-cleared-ekgs-to-its-venu-activity-7023957684550791169-DfnB\u002F?utm_source=share&utm_medium=member_desktop\" target=\"_blank\">growing number of smartwatches\u003C\u002Fa>, and will soon become a standard feature. And sensors are becoming better and better, \u003Ca href=\"https:\u002F\u002Fwww.advnture.com\u002Fnews\u002Fa-full-wearable-lab-could-be-on-your-wrist-as-early-as-next-year\" target=\"_blank\" rel=\"noreferrer noopener\">there are developments\u003C\u002Fa> promising even \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fsearch\u002Fresults\u002Fcontent\u002F?keywords=apple%20watch%20mesk%C3%B3&update=urn%3Ali%3Afs_updateV2%3A%28urn%3Ali%3Aactivity%3A7034884802142990337%2CBLENDED_SEARCH_FEED%2CEMPTY%2CDEFAULT%2Cfalse%29&lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3B5lCtnf5hTJKI3ACnAnslFQ%3D%3D\" target=\"_blank\" rel=\"noreferrer noopener\">more advanced features\u003C\u002Fa> (like core body temperature, blood pressure, hydration, and blood alcohol and glucose measurements) in the future. \u003C\u002Fp>\n\n\n\n\u003Cp>Smartwatch AFib detection has its limitations. Notably: people who use such devices are typically not members of high-risk groups. While watch owners are statistically young (under 45) and most likely financially not deprived, AFib is much more prevalent in the 65+ population and due to a number of factors, is more common in people with lower incomes. (These factors include high blood pressure, obesity, and diabetes – all risk factors for AFib and more prevalent among people with lower incomes. Additionally, access to healthcare and quality of healthcare can also impact AFib diagnosis and management.)\u003C\u002Fp>\n\n\n\n\u003Cp>Thus we can conclude that as of now, many people who could benefit most from the devices aren’t wearing them – and might not be able to afford them.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>Nevertheless, as we explain in this article, technology is not at fault here. It’s rather the lack of the cultural transformation that is required as part of digital health adoption that’s missing from the equation\u003C\u002Fstrong>. So let’s break down the misconceptions and reality behind having your smartwatch send you to the hospital.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>What the research says\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>There had been quite some evolution in the past decade.\u003C\u002Fp>\n\n\n\n\u003Cp>This \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Facademic.oup.com\u002Fjamia\u002Farticle\u002F27\u002F9\u002F1359\u002F5911974\" target=\"_blank\">paper from Mayo Clinic\u003C\u002Fa> from a few years back found that among the 264 Apple Watch users’ analysed clinical data, only 11.4% received clinically actionable diagnoses. “\u003Cem>For patients who experienced an abnormal pulse alert and presented for medical evaluation, 7 patients needed to be evaluated to establish 1 diagnosis of clinically actionable cardiovascular disease,\u003C\u002Fem>” the researchers explained. “\u003Cem>Among the 15 asymptomatic patients who presented following an abnormal pulse alert, only 1 was diagnosed with a clinically actionable cardiovascular diagnosis\u003C\u002Fem>.”\u003C\u002Fp>\n\n\n\n\u003Cp>Their findings further suggest that “\u003Cem>many users used the device in a manner inconsistent with FDA guidance.\u003C\u002Fem>” That FDA guidance about the abnormal pulse detection \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.accessdata.fda.gov\u002Fcdrh_docs\u002Fpdf18\u002FDEN180042.pdf\" target=\"_blank\">stated that\u003C\u002Fa> “\u003Cem>the feature has not been tested for and is not intended for use in people under 22 years of age. It is also not intended for use in individuals previously diagnosed with AFib\u003C\u002Fem>.” In their study, the researchers found that 8.7% of patients were under 22 years of age, while 22% had preexisting atrial fibrillation.\u003C\u002Fp>\n\n\n\u003Cdiv class=\"wp-block-image\">\n\u003Cfigure class=\"aligncenter size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"403\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002Fapple-watch-ECG-reading-768x403.jpg\" alt=\"\" class=\"wp-image-30685\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002Fapple-watch-ECG-reading-768x403.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002Fapple-watch-ECG-reading.jpg 1200w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">Source: https:\u002F\u002Fwww.apple.com\u002F\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>They concluded by writing that “\u003Cem>the FDA and Apple must carefully consider the unintended consequences of widespread direct-to-consumer screening for asymptomatic atrial fibrillation, including overutilization of healthcare resources owing to false positive screening results and use of screening tools by users in whom they have not been adequately studied.\u003C\u002Fem>”\u003C\u002Fp>\n\n\n\n\u003Cp>However, as the technology evolved, new features emerged. \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.fiercebiotech.com\u002Fmedtech\u002Fapple-watchs-afib-history-feature-ripens-fda-clearance\" target=\"_blank\">FDA approved Apple Watch AFib history feature in 2022\u003C\u002Fa>, allowing adults with the condition to track how frequently they show signs of irregular heartbeat. They also have data on how certain factors like sleep, alcohol consumption and activity may be impacting their AFib, and can download a detailed PDF combining all of that information they can share with their doctors.\u003C\u002Fp>\n\n\n\n\u003Cp>And there is another interesting line of development. “A \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.fiercebiotech.com\u002Fmedtech\u002Fapple-watch-s-built-ecg-could-detect-non-afib-arrhythmias-follow-up-analysis-finds\" target=\"_blank\">2021 retrospective analysis\u003C\u002Fa> of the \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmed.stanford.edu\u002Fnews\u002Fall-news\u002F2019\u002F03\u002Fapple-heart-study-demonstrates-ability-of-wearable-technology.html\" target=\"_blank\">Apple Heart Study\u003C\u002Fa> – which served as the basis for FDA clearance of the Apple Watch’s ECG – found that the device may be able to identify arrhythmias other than AFib. The study looked specifically at wearers who had received an irregular pulse notification but hadn’t been subsequently diagnosed with AFib. The researchers found that about 40% of that group went on to be diagnosed with a different form of arrhythmia.” So, circling back to the initial findings on false positives from a few years ago: it looks possible that a visible share of those alarms has actually been valid – not for AFib, but for other irregularities.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>Through these studies, many will blame the technology or even the tech adopters for potentially over-burdening hospitals. However, the real issue lies deeper than that.\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>The misconceptions (and reality) behind a smartwatch “diagnosis”\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>When a device like the Apple Watch receives clearance from a regulatory body like the FDA, expectations are understandably high. But sometimes, they are higher than they should be. People come to expect these technologies to make perfect measurements with no room for mistakes. But the truth is, even with high false positive rates, digital health devices still detect more patients; especially if they are asymptomatic. In the U.K. alone, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.bhf.org.uk\u002Ffor-professionals\u002Fhealthcare-professionals\u002Fblog\u002F2019\u002Fatrial-fibrillation-finding-the-missing-300000\" target=\"_blank\">the British Heart Foundation puts the number\u003C\u002Fa> of those with AFib but oblivious to the risk at around 300 000.\u003C\u002Fp>\n\n\n\n\u003Cp>The 11.4% smartwatch users that the Mayo Clinic found to have clinically actionable diagnoses translates roughly to 1 in every 10 patients who present with a smartwatch alert. That’s like identifying Mr. Varga’s case and 9 false positives; but we’re still catching that 1 patient before they experience a stroke. \u003Cstrong>That’s a win for the patient who would otherwise have slipped through the traditional system; and a win for digital health.\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>Additionally, one might think that it’s the technology, rather than the actual health issue, that sends patients to hospitals; hence the term smartwatch “diagnosis.” But if a patient has an underlying ailment without their prior knowledge, the smartwatch’s sensor only detects what’s already there.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">A better approach to prevention\u003C\u002Fh2>\n\n\n\n\u003Cp>Importantly, a digital health device like a smartwatch still presents a better approach to preventing complications than the current methods. The latter, unfortunately, all too often means doing nothing or waiting for the patient to exhibit strong symptoms. With digital health tools, we still correctly identify the patient demographic that the traditional healthcare system misses.\u003C\u002Fp>\n\n\n\n\u003Cp>Yes, the false positives will add to the workload and resource utilisation; and more patients will show up to the ER following alerts from their smartwatches in the near future. For example, Apple released the Apple Watch 6, which \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.mobihealthnews.com\u002Fnews\u002Fapple-adds-spo2-v02-max-apple-watch-series-6-launches-three-new-studies\" target=\"_blank\">included a blood oxygenation sensor\u003C\u002Fa>. A drop in the oxygen saturation (SpO2) level the sensor measures can indicate an underlying respiratory illness, even if no visible signs are present. While Apple \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.theverge.com\u002F2020\u002F10\u002F7\u002F21504023\u002Fapple-watch-ekg-blood-oxygen-fda-clearance\" target=\"_blank\">did not seek FDA clearance\u003C\u002Fa> for this sensor, it’s not far-fetched to imagine users rushing to their physicians following an abnormal result.\u003C\u002Fp>\n\n\n\n\u003Cp>As the medical knowledge about the use of such smart wearables accumulates, as \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fnewsroom.heart.org\u002Fnews\u002Fleading-science-research-and-technology-leaders-join-forces-to-accelerate-react-af-trial\" target=\"_blank\">more studies set out to determine the true preventive\u002Ftherapeutic potential\u003C\u002Fa>, we can declare with increasing confidence that these devices can indeed improve our health outcomes in general. \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>How to deal with “smartwatch patients”?\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>\u003Cstrong>Rather than being the object of scorn for taking their smartwatch readings too seriously, adopters of such digital health tools need guidance from medical professionals.\u003C\u002Fstrong> \u003C\u002Fp>\n\n\n\n\u003Cp>And for that, those healthcare professionals must themselves understand and be open to those disruptive technologies. This is because simply making clinical-grade sensors available to patients will not yield optimal results. As the recent Mayo Clinic study showed, it can even lead to the overburdening of healthcare institutions. But proper guidance from medical professionals can equip patients to better interpret readings from their smart sensors, which will, in turn, help avoid unnecessary hospital visits.\u003C\u002Fp>\n\n\n\n\u003Cp>Doctors can follow guidance from regulatory authorities around the use of such devices. They can further instruct their patients regarding who should take and when to take measurements with these wearables. Patients can in turn share their data over the cloud with their physician in case of suspicious readings. They can subsequently both discuss those findings over a telemedicine consultation and determine if a hospital visit is indeed necessary.\u003C\u002Fp>\n\n\n\n\u003Cp>As such, the method to deal with those so-called “\u003Cem>smartwatch patients\u003C\u002Fem>” is not avoiding those novel technologies. \u003C\u002Fp>\n\n\n\n\u003Cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n\u003Cp>Rather, it involves investing in and supporting digital health technologies that facilitate the doctor-patient relationship as an equal-level partnership. \u003C\u002Fp>\n\u003C\u002Fblockquote>\n\n\n\n\u003Cp>In short, we need a cultural transformation, and this is part and parcel of digital health; in fact, it is part of \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fdigital-health\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">its very definition\u003C\u002Fa>. Without such a transformation, digital health cannot take off. It will have a polarised adoption, with patients seeking those technologies while healthcare professionals warding them off. This will be at the expense of the obvious advantages disruptive technologies bring to the field that truly propel healthcare into the 21st century.\u003C\u002Fp>\n",{"rendered":194,"protected":18},"\u003Cp>Supporting digital health technologies that facilitate the doctor-patient relationship.\u003C\u002Fp>\n",16,30731,{"_acf_changed":18,"footnotes":25},[199,200,201,202,203,204,205,206,207,208,209],6479,4879,798,491,521,490,496,499,497,799,494,[211,212,213,214,215,216,217,218,219,220],6275,6277,6279,142,777,236,4415,292,4733,407,[222,38,223],947,951,[],[226,227,228,229,230,231],1617,1631,2081,2163,2347,3305,[233,12,52,53,54,55,56,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,64,256],"post-30683","category-covid-19","category-lifestyle-medicine","category-digital-health-research","category-empowered-patients","category-future-medicine","category-future-of-pharma","category-health-sensors-trackers","category-healthcare-design","category-portable-diagnostics","category-security-privacy","category-telemedicine","tag-afib","tag-mayo-clinic","tag-british-heart-foundation","tag-apple","tag-er","tag-fda-2","tag-apple-watch","tag-interview-2","tag-spo2","tag-smartwatch","project_category-company","project_category-patients",{"id":196,"alt_text":258,"caption":259,"description":260,"media_type":67,"media_details":261,"post":117,"source_url":278},"Can your smartwatch send you to the hospital?","Someone wearing a smartwatch is being sent to the hospital by the device","Although false positive rates can be high, these digital health devices still detect more patients and help prevent more diseases than current methods",{"width":69,"height":70,"file":262,"sizes":263,"image_meta":277},"2020\u002F10\u002F213_tmf-01.png",{"medium":264,"large":267,"thumbnail":270,"medium_large":273,"1536x1536":274},{"file":265,"width":76,"height":77,"mime-type":78,"source_url":266},"213_tmf-01-370x208.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002F213_tmf-01-370x208.png",{"file":268,"width":83,"height":84,"mime-type":78,"source_url":269},"213_tmf-01-768x432.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002F213_tmf-01-768x432.png",{"file":271,"width":89,"height":89,"mime-type":78,"source_url":272},"213_tmf-01-150x150.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002F213_tmf-01-150x150.png",{"file":268,"width":83,"height":84,"mime-type":78,"source_url":269},{"file":275,"width":95,"height":96,"mime-type":78,"source_url":276},"213_tmf-01-1536x864.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002F213_tmf-01-1536x864.png",{"aperture":106,"credit":25,"camera":25,"caption":25,"created_timestamp":106,"copyright":25,"focal_length":106,"iso":106,"shutter_speed":106,"title":25,"orientation":106},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F10\u002F213_tmf-01.png",{"cta_type":109,"cta_color":25,"subtitle":25,"related_books":280,"related_posts_footer":283,"related_posts":18},[281,111,282],24761,34151,[284,285,286],14445,17466,48665,{"yoast_wpseo_title":288,"yoast_wpseo_metadesc":289,"yoast_wpseo_canonical":188},"Can Your Smartwatch Send You To The Hospital? - The Medical Futurist","Patients showing up at the doctor’s referring to smartwatch data can be a nuisance – but a signal of this kind can also be a life-saver.",{"self":291,"collection":296,"about":298,"author":300,"replies":303,"version-history":306,"predecessor-version":310,"wp:featuredmedia":314,"wp:attachment":317,"wp:term":320,"curies":331},[292],{"href":293,"targetHints":294},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F30683",{"allow":295},[132],[297],{"href":135},[299],{"href":138},[301],{"embeddable":24,"href":302},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F16",[304],{"embeddable":24,"href":305},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=30683",[307],{"count":308,"href":309},26,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F30683\u002Frevisions",[311],{"id":312,"href":313},49873,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F30683\u002Frevisions\u002F49873",[315],{"embeddable":24,"href":316},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F30731",[318],{"href":319},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=30683",[321,323,325,327,329],{"taxonomy":161,"embeddable":24,"href":322},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=30683",{"taxonomy":164,"embeddable":24,"href":324},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=30683",{"taxonomy":167,"embeddable":24,"href":326},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=30683",{"taxonomy":170,"embeddable":24,"href":328},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=30683",{"taxonomy":173,"embeddable":24,"href":330},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=30683",[332],{"name":177,"href":178,"templated":24},[334],{"id":113,"date":335,"date_gmt":336,"guid":337,"modified":339,"modified_gmt":340,"slug":341,"status":11,"type":342,"link":343,"title":344,"content":346,"excerpt":348,"author":21,"featured_media":350,"comment_status":23,"ping_status":23,"template":25,"yst_prominent_words":351,"class_list":354,"better_featured_image":357,"acf":377,"yoast_meta":395,"_links":398},"2020-12-02T08:54:13","2020-12-02T07:54:13",{"rendered":338},"https:\u002F\u002Fapi.medicalfuturist.com\u002F?post_type=book&p=31417","2023-03-12T18:17:41","2023-03-12T17:17:41","invest-in-digital-health","book","https:\u002F\u002Fapi.medicalfuturist.com\u002Fbooks\u002Finvest-in-digital-health\u002F",{"rendered":345},"Invest In Digital Health – The Medical Futurist’s Guide",{"rendered":347,"protected":18},"\n\u003Cp>Artificial Intelligence and Digital Health are booming. In this book, we explain why now it’s a good time to invest in Digital Health and give recommendations on where to invest by looking at the top 24 technological trends we find the most promising.\u003C\u002Fp>\n",{"rendered":349,"protected":18},"\u003Cp>Artificial Intelligence and Digital Health are booming. In this book, we explain why now it’s a good time to invest in Digital Health and give […]\u003C\u002Fp>\n",49965,[352,226,353],1681,1571,[355,342,356,53,55,56],"post-31417","type-book",{"id":350,"alt_text":25,"caption":25,"description":25,"media_type":67,"media_details":358,"post":113,"source_url":376},{"width":359,"height":360,"file":361,"filesize":362,"sizes":363,"image_meta":374},320,413,"2020\u002F12\u002Finvest-in-digital-health.png",69673,{"medium":364,"thumbnail":369},{"file":365,"width":359,"height":366,"mime-type":78,"filesize":367,"source_url":368},"invest-in-digital-health-320x208.png",208,31956,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002Finvest-in-digital-health-320x208.png",{"file":370,"width":371,"height":371,"mime-type":78,"filesize":372,"source_url":373},"invest-in-digital-health-150x150.png",150,21851,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002Finvest-in-digital-health-150x150.png",{"aperture":106,"credit":25,"camera":25,"caption":25,"created_timestamp":106,"copyright":25,"focal_length":106,"iso":106,"shutter_speed":106,"title":25,"orientation":106,"keywords":375},[],"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002Finvest-in-digital-health.png",{"buy_button_text":378,"leanpub_url":379,"preview":380},"Get it on Leanpub","https:\u002F\u002Fleanpub.com\u002Fdigital-health-investments",[381,383,385,387,389,391,393],{"image":382},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-1-1.png",{"image":384},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-2.png",{"image":386},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-3.png",{"image":388},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-4.png",{"image":390},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-5.png",{"image":392},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-6.png",{"image":394},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F12\u002FInvest-In-Digital-Health-Guide-Preview-7.png",{"yoast_wpseo_title":396,"yoast_wpseo_metadesc":397,"yoast_wpseo_canonical":343},"Invest In Digital Health - The Medical Futurist's Guide","Investment in digital health: Digital health investment activity is robust in 2020. Read our book to learn more about investing in digital healthcare",{"self":399,"collection":404,"about":407,"author":410,"replies":412,"wp:featuredmedia":415,"wp:attachment":418,"wp:term":421,"curies":424},[400],{"href":401,"targetHints":402},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fbook\u002F31417",{"allow":403},[132],[405],{"href":406},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fbook",[408],{"href":409},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fbook",[411],{"embeddable":24,"href":141},[413],{"embeddable":24,"href":414},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=31417",[416],{"embeddable":24,"href":417},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F49965",[419],{"href":420},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=31417",[422],{"taxonomy":173,"embeddable":24,"href":423},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=31417",[425],{"name":177,"href":178,"templated":24},1786367676946]