[{"data":1,"prerenderedAt":449},["ShallowReactive",2],{"slug-a-i-transforms-medicine-just-like-chess":3},{"post":4,"relatedPosts":183,"relatedBooks":333},{"id":5,"date":6,"date_gmt":7,"guid":8,"modified":10,"modified_gmt":11,"slug":12,"status":13,"type":14,"link":15,"title":16,"content":18,"excerpt":21,"author":23,"featured_media":24,"comment_status":25,"ping_status":25,"sticky":26,"template":27,"format":28,"meta":29,"categories":30,"tags":36,"project_category":44,"contact_email_category":50,"yst_prominent_words":51,"class_list":62,"better_featured_image":86,"acf":118,"yoast_meta":127,"_links":130},34461,"2021-05-25T10:00:00","2021-05-25T08:00:00",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=34461&_wpnonce=cd5c8bb9e8&status=auto-draft&type=post","2021-09-16T10:58:35","2021-09-16T08:58:35","a-i-transforms-medicine-just-like-chess","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002Fa-i-transforms-medicine-just-like-chess",{"rendered":17},"This Is How A.I. Will Transform Medicine: The Same Way It Has Transformed Chess",{"rendered":19,"protected":20},"\n\u003Cp>By now, I’ve spent \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhat-i-learnt-about-a-i-by-playing-1000-hours-of-chess-in-a-year\u002F\">over one thousand hours\u003C\u002Fa> playing chess at a professional level. Not to become the next world champion, but to better understand the language of A.I. or the language of anticipation.\u003C\u002Fp>\n\n\n\n\u003Cp>While on this journey, I also looked into the history of the board game and became convinced that it serves as the perfect metaphor for what is coming to healthcare. With their similar backgrounds and the integration of A.I. in the fields, their transformation will also bear similarities. \u003C\u002Fp>\n\n\n\n\u003Cp>And by looking into the transformation that A.I. brought about to chess, we can derive insights into how this upcoming change will happen in medicine. This is what we will be looking at in this article.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>The shared history between medicine and chess\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>Although from different eras, both chess and medicine originate from ancient times. In the 6th century CE for the former and as far back as 400 BCE for the latter if we consider the time of Hippocrates or the “Father of Medicine.” For centuries, both disciplines were led by intellectuals in their respective ivory tower. This tightly controlled aspect was because they both require exceptional skills in anticipation and strategic vision for successful execution.\u003C\u002Fp>\n\n\n\n\u003Cp>For instance, if a patient has certain symptoms, one must know what effects a treatment will have on that patient before administering it. Similarly, a professional chess player chooses a specific opening move to get a specific response from the opponent. These extraordinary people contributed a wealth of knowledge, transforming those fields for hundreds of years with novel techniques and manoeuvres that helped generations to come.\u003C\u002Fp>\n\n\n\n\u003Cdiv class=\"wp-block-image\">\u003Cfigure class=\"aligncenter 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>\u003C\u002Fdiv>\n\n\n\n\u003Cp>But in recent years, a new entity has been allowed to contribute and even launched a new era in both disciplines: artificial intelligence. This technology has disrupted chess more quickly than medicine since the board game involves fewer variables than medicine. \u003C\u002Fp>\n\n\n\n\u003Ch5 class=\"wp-block-heading\">\u003Cstrong>As such, the impact A.I. had on chess can be more easily analysed;\u003C\u002Fstrong> \u003Cstrong>and this can give us insights into what awaits medicine.\u003C\u002Fstrong>\u003C\u002Fh5>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>How A.I. transformed chess\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>The book \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.linkedin.com\u002Fposts\u002Fbertalanmesko_themedicalfuturist-digitalhealth-future-activity-6798622963894669312-1kzR\u002F\" target=\"_blank\">\u003Cem>Man vs Machine\u003C\u002Fem>\u003C\u002Fa> brilliantly describes the entire evolution of chess machines. It begins with \u003Ca href=\"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FWolfgang_von_Kempelen\">Wolfgang von Kempelen\u003C\u002Fa>‘s late 18th-century machine, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMechanical_Turk\" target=\"_blank\">The Turk\u003C\u002Fa> (a mechanical illusion that had an actual chess player hiding inside); then explores the first actual, yet rudimentary machines; and arrives at contemporary A.I. algorithms.\u003C\u002Fp>\n\n\n\n\u003Cp>In fact, nowadays, it is such algorithms that reign supreme at the discipline and not humans. Google’s AlphaZero and Stockfish are the two A.I. that \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.theringer.com\u002Ftech\u002F2018\u002F11\u002F8\u002F18069092\u002Fchess-alphazero-alphago-go-stockfish-artificial-intelligence-future\" target=\"_blank\">compete between themselves\u003C\u002Fa> for the #1 spot. The beginning of their rule began in 1997: when IBM’s supercomputer Deep Blue \u003Ca rel=\"noreferrer noopener\" href=\"http:\u002F\u002Fmedicalfuturist.com\u002Fibm-watson-is-the-stethoscope-of-the-21st-century\u002F\" target=\"_blank\">beat Garry Kasparov\u003C\u002Fa>, the world’s best chess player at the time. Experts thought that this would spell the doom of the board game; after all, who would want to play a game against an unbeatable A.I. that only gets better after each game?\u003C\u002Fp>\n\n\n\n\u003Cp>But rather than ward humans away from the discipline altogether, A.I. ushered a new era in chess. Today, more people than ever – \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.chess.com\u002Farticle\u002Fview\u002Fhow-many-chess-players-are-there-in-the-world\" target=\"_blank\">some 600 million\u003C\u002Fa> – play chess regularly. They are and will remain far behind their A.I. opponents, but people have made peace with this fact and embraced the technology.\u003C\u002Fp>\n\n\n\n\u003Cdiv class=\"wp-block-image\">\u003Cfigure class=\"aligncenter size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"768\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Fchess-book-768x768.jpg\" alt=\"\" class=\"wp-image-34463\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Fchess-book-768x768.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Fchess-book-150x150.jpg 150w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Fchess-book.jpg 800w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\u003C\u002Fdiv>\n\n\n\n\u003Cp>Subsequently, chess players are able to play at a higher level against each other since they practice with computers and derive new insights from them. Chess coaches use the technology to train their students. Even spectators enjoy a better experience of watching tournaments with live evaluation from chess engines that give a glimpse of what chess grandmasters have in mind.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>Today, chess doesn’t exist without such technologies; especially A.I.\u003C\u002Fstrong> Literally no player can play at a high level without working alongside computers; while knowing all too well, they won’t reach the A.I.’s level.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>A shared future\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>This radical transformation – where A.I. and chess players collaborate – is one that chess grandmasters wouldn’t have expected some decades ago. However, this partnership did not happen overnight but took several decades to reach this point. A.I.’s takeover of chess was possible with increasing computing power; with assistance from the best chess players who could understand the language developers spoke; and through constant re-evaluation and fine-tuning spanning decades.\u003C\u002Fp>\n\n\n\n\u003Cdiv class=\"wp-block-image\">\u003Cfigure class=\"aligncenter size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FTMF-Chess-Journey-Kasparov-512x512.jpg\" alt=\"\" class=\"wp-image-26305\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FTMF-Chess-Journey-Kasparov-512x512.jpg 512w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FTMF-Chess-Journey-Kasparov-150x150.jpg 150w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002FTMF-Chess-Journey-Kasparov.jpg 659w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \u002F>\u003Cfigcaption>Photo source: Kasparov.com\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003C\u002Fdiv>\n\n\n\n\u003Cp>This quote from \u003Cem>Man vs Machine \u003C\u002Fem>by Monroe Newborn, computer chess developer and event organiser, sums up this transformation pretty well:\u003C\u002Fp>\n\n\n\n\u003Cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\u003Cp>\u003Cem>\u003Cstrong>“Masters used to come to computer chess tournaments to laugh. \u003C\u002Fstrong>\u003C\u002Fem>\u003Cbr>\u003Cem>\u003Cstrong>Now they come to watch. \u003C\u002Fstrong>\u003C\u002Fem>\u003Cbr>\u003Cem>\u003Cstrong>Soon they will come to learn.”\u003C\u002Fstrong>\u003C\u002Fem>\u003C\u002Fp>\u003C\u002Fblockquote>\n\n\n\n\u003Cp>This quote aptly describes the type of transformation that physicians can expect from A.I. in healthcare. From distrust through curiosity to collaboration, the A.I.-physician relationship will follow such a transition before becoming mainstream.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>What awaits medicine\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>At first, physicians will laugh at the medical evaluations A.I. can make. This is because some are tested only \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fbioethical-issues\u002F\" target=\"_blank\">on controlled datasets and ideal conditions\u003C\u002Fa> not representative of clinical realities. But as their analyses get refined over time with better data, these algorithms will start coming up with \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-curious-case-of-a-i-discovering-unusual-associations-in-medicine\u002F\" target=\"_blank\">unique and interesting medical insights\u003C\u002Fa>. This will warrant closer attention by medical professionals to curiously observe how those machines analyse well-known medical problems.\u003C\u002Fp>\n\n\n\n\u003Cp>Further down the line, physicians will constantly learn from such insights and this will push them to study medicine with A.I. by their side. The importance of technology in the craft will become undeniable and it will become a must-have tool for the art of medicine; somewhat akin to the \u003Ca rel=\"noreferrer noopener\" href=\"http:\u002F\u002Fmedicalfuturist.com\u002Fibm-watson-is-the-stethoscope-of-the-21st-century\u002F\" target=\"_blank\">stethoscope of the 21st century\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"768\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002FAI-Chess-Medicine-transformation-quote-768x768.jpg\" alt=\"\" class=\"wp-image-34465\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002FAI-Chess-Medicine-transformation-quote-768x768.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002FAI-Chess-Medicine-transformation-quote-150x150.jpg 150w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002FAI-Chess-Medicine-transformation-quote.jpg 800w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch5 class=\"wp-block-heading\">No patient, physician, researcher, policy maker or developer will be able to cure or treat diseases without A.I. \u003C\u002Fh5>\n\n\n\n\u003Cp>Patients will get help from A.I. analysing their myriad of data. Algorithms will help physicians analyse millions of studies in mere minutes to assist in optimal decision-making. Policy makers will be able to better organize healthcare with the astronomical amount of data that A.I. can handle. \u003C\u002Fp>\n\n\n\n\u003Cp>As such, it’s not that A.I. will put healthcare professionals out of their jobs, but those doctors who don’t use A.I. will be replaced by those who do. Just like chess took a new dimension with A.I., a similar scenario is likely to unfold in the field of medicine. Rather than a competition, the technology should be seen as cooperation that amplifies human performance. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cem>Written by Dr. Bertalan Meskó & Dr. Pranavsingh Dhunnoo\u003C\u002Fem>\u003C\u002Fp>\n\n\n\n\u003Cdiv style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\">\u003C\u002Fdiv>\n\n\n\n\u003Ctable style=\"width: 100%; border-collapse: collapse; background-color: #eee; border-top: 4px solid #444;\" cellpadding=\"10px\">\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd style=\"width: 100%;\">\n\u003Cp>\u003Cstrong>At The Medical Futurist, we are building a community for making a bold vision about the future of healthcare reality today.\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Ciframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FFIbMejImnxs\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\">\u003C\u002Fiframe>\n\u003Cp>If you’d like to support this mission, we invite you to \u003Ca href=\"https:\u002F\u002Fwww.patreon.com\u002Fthemedicalfuturist\">join The Medical Futurist Patreon Community\u003C\u002Fa>. A community of empowered patients, future-oriented healthcare professionals, concerned health policymakers, sensible health tech developers, and enthusiastic medical students. If there were ever a time to join us, it is now. Every contribution, however big or small, powers our research and sustains our future.\u003C\u002Fp>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fwww.patreon.com\u002Fthemedicalfuturist\">\u003Cstrong style=\"background-color: #e71d3299; color: #000;\">Click here to support The Medical Futurist from as little as $3\u003C\u002Fstrong>\u003C\u002Fa> – it only takes a minute. Thank you.\u003C\u002Fp>\n\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\n\u003C\u002Ftable>\n\u003Cp> \u003C\u002Fp>\n\n\n\n\u003Cp>\u003C\u002Fp>\n",false,{"rendered":22,"protected":20},"\u003Cp>By now, I’ve spent over one thousand hours playing chess at a professional level. Not to become the next world champion, but to better understand […]\u003C\u002Fp>\n",16,34481,"closed",true,"","standard",{"_acf_changed":20,"footnotes":27},[31,32,33,34,35],504,798,499,800,516,[37,38,39,40,41,42,43],7045,7047,821,1555,7039,7041,7043,[45,46,47,48,49],947,948,950,952,953,[],[52,53,54,55,56,57,58,59,60,61],1709,1723,1831,1883,2661,2673,2685,5189,1661,1683,[63,14,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85],"post-34461","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-digital-health-research","category-healthcare-design","category-healthcare-policy","category-medical-education","tag-garry-kasparov","tag-monroe-newborn","tag-a-i","tag-chess","tag-kempelen-farkas","tag-the-turk","tag-wolfgang-von-kempelen","project_category-company","project_category-developers","project_category-medical-professionals","project_category-policy-makers","project_category-researchers",{"id":24,"alt_text":27,"caption":27,"description":87,"media_type":88,"media_details":89,"post":5,"source_url":117},"From distrust through curiosity to collaboration, the A.I.-physician relationship will dramatically change – just as it did in chess, before going mainstream.","image",{"width":90,"height":91,"file":92,"sizes":93,"image_meta":115},1920,1080,"2021\u002F05\u002Ftmf_article_268-01.png",{"medium":94,"large":100,"thumbnail":105,"medium_large":109,"1536x1536":110},{"file":95,"width":96,"height":97,"mime-type":98,"source_url":99},"tmf_article_268-01-370x208.png","370","208","image\u002Fpng","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Ftmf_article_268-01-370x208.png",{"file":101,"width":102,"height":103,"mime-type":98,"source_url":104},"tmf_article_268-01-768x432.png","768","432","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Ftmf_article_268-01-768x432.png",{"file":106,"width":107,"height":107,"mime-type":98,"source_url":108},"tmf_article_268-01-150x150.png","150","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Ftmf_article_268-01-150x150.png",{"file":101,"width":102,"height":103,"mime-type":98,"source_url":104},{"file":111,"width":112,"height":113,"mime-type":98,"source_url":114},"tmf_article_268-01-1536x864.png","1536","864","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Ftmf_article_268-01-1536x864.png",{"aperture":116,"credit":27,"camera":27,"caption":27,"created_timestamp":116,"copyright":27,"focal_length":116,"iso":116,"shutter_speed":116,"title":27,"orientation":116},"0","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F05\u002Ftmf_article_268-01.png",{"cta_type":119,"cta_color":27,"subtitle":27,"related_books":120,"related_posts_footer":123,"related_posts":20},"subscribe",[121,122],24764,24762,[124,125,126],26291,12963,33421,{"yoast_wpseo_title":128,"yoast_wpseo_metadesc":129,"yoast_wpseo_canonical":15},"This Is How A.I. Will Transform Medicine: The Same Way It Has Transformed Chess - The Medical Futurist","From distrust through curiosity to collaboration, the A.I.-physician relationship will go through a similar transition as the way chess has gone through.",{"self":131,"collection":137,"about":140,"author":143,"replies":146,"version-history":149,"predecessor-version":153,"wp:featuredmedia":157,"wp:attachment":160,"wp:term":163,"curies":179},[132],{"href":133,"targetHints":134},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F34461",{"allow":135},[136],"GET",[138],{"href":139},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts",[141],{"href":142},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fpost",[144],{"embeddable":26,"href":145},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F16",[147],{"embeddable":26,"href":148},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=34461",[150],{"count":151,"href":152},8,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F34461\u002Frevisions",[154],{"id":155,"href":156},36149,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F34461\u002Frevisions\u002F36149",[158],{"embeddable":26,"href":159},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F34481",[161],{"href":162},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=34461",[164,167,170,173,176],{"taxonomy":165,"embeddable":26,"href":166},"category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=34461",{"taxonomy":168,"embeddable":26,"href":169},"post_tag","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=34461",{"taxonomy":171,"embeddable":26,"href":172},"project_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=34461",{"taxonomy":174,"embeddable":26,"href":175},"contact_email_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=34461",{"taxonomy":177,"embeddable":26,"href":178},"yst_prominent_words","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=34461",[180],{"name":181,"href":182,"templated":26},"wp","https:\u002F\u002Fapi.w.org\u002F{rel}",[184],{"id":126,"date":185,"date_gmt":186,"guid":187,"modified":189,"modified_gmt":190,"slug":191,"status":13,"type":14,"link":192,"title":193,"content":195,"excerpt":197,"author":23,"featured_media":199,"comment_status":25,"ping_status":25,"sticky":26,"template":27,"format":28,"meta":200,"categories":201,"tags":206,"project_category":225,"contact_email_category":226,"yst_prominent_words":227,"class_list":235,"better_featured_image":259,"acf":280,"yoast_meta":288,"_links":291},"2021-03-16T17:00:00","2021-03-16T16:00:00",{"rendered":188},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=33421&_wpnonce=ee67b932e0&status=auto-draft&type=post","2021-03-18T10:42:27","2021-03-18T09:42:27","the-future-of-hospital-design-inside-the-point-of-care","https:\u002F\u002Fmedicalfuturist.com\u002Fthe-future-of-hospital-design-inside-the-point-of-care",{"rendered":194},"The Future Of Hospital Design – Inside The Point Of Care",{"rendered":196,"protected":20},"\n\u003Cp>Interminable waiting lines; long, boring corridors; piles of paperwork; these are processes and scenes we’re used to when turning to healthcare institutions. But they attest to the relics of a workflow from the 20th century; while 21st-century technology can radically improve the system from the inside out. Quite literally.\u003C\u002Fp>\n\n\n\n\u003Cp>Indeed, in designing the future of hospitals, much will be offloaded to the outside of these institutions by leveraging digital health technologies. Patients could monitor their vitals wherever they are thanks to wearables and share the data to their physicians remotely. But that does not make hospitals obsolete altogether. Rather, they will become health centres for patients for preventing diseases, for acute care patients and for patients who need surgical procedures or large radiology machines.\u003C\u002Fp>\n\n\n\n\u003Cp>While these are long term goals, several adjustments can be undertaken in the short term to build up to the ideal design of future hospitals. These could help better incorporate digital health tools to fight the pandemic, which could help those institutions become more resilient against future health crises.\u003C\u002Fp>\n\n\n\n\u003Cp>First, let’s see how the point of care can be redesigned from the inside. Read the second part of this article, the future of the hospitals – \u003Cem>outside\u003C\u002Fem> the point of care \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-future-of-healthcare-design-outside-the-point-of-care\" target=\"_blank\" rel=\"noreferrer noopener\">here\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Accommodate digital health technologies\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>The pandemic accelerated the trend to adopt digital health technologies, many of which \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fdigital-health-tech-here-to-stay-after-covid-19\u002F\" target=\"_blank\">are here to stay\u003C\u002Fa>. Healthcare facilities should be ready for such events.\u003C\u002Fp>\n\n\n\n\u003Cp>For example, robots also have \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002F8-exciting-medical-robot-facts\" target=\"_blank\">a myriad of uses in healthcare\u003C\u002Fa> from making in-house deliveries to disinfecting surfaces; with the added bonus of not risking cross-infection or succumbing to burnout. Hospitals can be designed with these robotic assistants in mind to help them better navigate the building such as with wider corridors and automatic doors to access rooms easier.\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\u002F2021\u002F01\u002F054-telemedicine-1-768x432.png\" alt=\"\" class=\"wp-image-31927\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F01\u002F054-telemedicine-1-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F01\u002F054-telemedicine-1-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F01\u002F054-telemedicine-1.png 870w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>While disinfectant robots clean surfaces off microorganisms, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-future-of-surfaces-in-healthcare-and-beyond\u002F\" target=\"_blank\">surfaces themselves might look totally different\u003C\u002Fa> in hospitals of the future. A doctor’s desk could turn into their computer with a rollable screen or \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Faugmented-reality-in-healthcare-will-be-revolutionary\u002F\" target=\"_blank\">augmented reality technology\u003C\u002Fa> to plan for a procedure while decluttering their workspace. The \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.anatomage.com\u002Ftable\u002F\" target=\"_blank\">Anatomage Table\u003C\u002Fa> already offers a virtual dissection surface on a desk-sized screen; and designers could factor in such options when visualising new hospitals.\u003C\u002Fp>\n\n\n\n\u003Cp>Another promising technology to accommodate is telemedicine. It saw \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fcovid-19-was-needed-for-telemedicine-to-finally-go-mainstream\u002F\" target=\"_blank\">a surge in adoption\u003C\u002Fa> to continue providing care to patients remotely during the pandemic. Already, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.bloomberg.com\u002Fnews\u002Farticles\u002F2021-02-23\u002Fhow-the-pandemic-is-transforming-hospital-design\" target=\"_blank\">a McKinsey report estimates\u003C\u002Fa> that 25% of outpatient services could be conducted this way in the future. In the U.S., 911 emergency calls that do not require prompt medical assistance \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.bloomberg.com\u002Fnews\u002Farticles\u002F2021-02-23\u002Fhow-the-pandemic-is-transforming-hospital-design\" target=\"_blank\">can be relayed to\u003C\u002Fa> telemedical consultations. This practice benefits overburdened hospitals by drastically reducing unnecessary visits and making queues a thing of the past; while also enhancing the patient experience.\u003C\u002Fp>\n\n\n\n\u003Cp>To further support telemedicine consultations, hospitals “\u003Cem>require dedicated spaces for virtual consultations. These will include user-friendly sound and lighting control, with dual screens to simultaneously converse with the patient and access to their medical records\u003C\u002Fem>” – Dr. Diana Anderson, the ‘\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.dochitect.com\u002F\" target=\"_blank\">Dochitect\u003C\u002Fa>‘ said in an interview with The Medical Futurist.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Flexible design\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>In our conversation with Diana Anderson, MD, M.Arch, and Principal of \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.jacobs.com\u002Fdelivery\u002Farchitecture\" target=\"_blank\">Jacobs\u003C\u002Fa>, together with Cath Lewin RN, BN, senior health planner at Jacobs for our \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.patreon.com\u002Fthemedicalfuturist\u002Fposts\" target=\"_blank\">Patreon site\u003C\u002Fa>, they explained that “\u003Cem>one of the main innovations to perpetuate is designing flexible space that allows for conversion to ‘pandemic mode’. There are great opportunities for us to really rethink patient flows on the site, at the front door, and within treatment facilities\u003C\u002Fem>.” Dr Anderson added that “\u003Cem>there are great opportunities for us to really rethink patient flows on the site, at the front door, and within treatment facilities\u003C\u002Fem>.”\u003C\u002Fp>\n\n\n\n\u003Cp>Asking about the implementation of such flexible designs, Diana Anderson and Cath Lewin have several ideas. For instance, “\u003Cem>open areas like at-grade car parks and external entry foyers can double as external triage areas when accommodating increased patient capacity and implementing physical distancing strategies. Dual hospital entry points and waiting rooms can separate infectious and non-infectious patients in both pandemic and non-pandemic mode.”\u003C\u002Fem>\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"580\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Fhospital-designed-for-mass-casualty-events-768x580.jpg\" alt=\"\" class=\"wp-image-33423\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Fhospital-designed-for-mass-casualty-events-768x580.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Fhospital-designed-for-mass-casualty-events-1536x1160.jpg 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Fhospital-designed-for-mass-casualty-events-2048x1546.jpg 2048w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Fhospital-designed-for-mass-casualty-events.jpg 1430w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003Cfigcaption>Source: https:\u002F\u002Fwww.bloomberg.com\u002F\u003Cbr>The Rush University Medical Center in Chicago which was designed to handle mass casualty events.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\n\n\n\u003Cp>One existing model that was designed to handle such crises is \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.bloomberg.com\u002Fnews\u002Farticles\u002F2021-02-23\u002Fhow-the-pandemic-is-transforming-hospital-design\" target=\"_blank\">the emergency department\u003C\u002Fa> of Rush University Medical Center in Chicago, which opened in 2012. Ventilation in patient rooms is isolated thanks to glass doors. These also enable medical staff to observe patients while reducing the risk of cross-contamination. Moreover, the building’s lobby itself \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.rushu.rush.edu\u002Fnews\u002F%E2%80%98-what-rush-was-built-%E2%80%99\" target=\"_blank\">can accommodate extra beds\u003C\u002Fa> as it is already equipped with electrical and medical gas outlets. Virtually any room of hospitals could incorporate such flexible spaces; whether it’s a conference room or offices to support the extra load of patients when needed.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Enhancing the workplace of caregivers\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>While the design of future hospitals will enhance the patient experience, it should also create an improved workplace for caregivers. Enabling hospitals to accommodate more patients in emergency situations can lift the psychological toll off the staff who might be forced to prioritise whom to allocate resources to, as it happened \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fchoosing-between-life-and-death-during-covid-19-the-a-i-trolley-problem\u002F\" target=\"_blank\">during the COVID-19 pandemic\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Cp>However, before the pandemic, healthcare workers were already afflicted by another epidemic: \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fartificial-intelligence-could-solve-alarm-fatigue-in-hospitals\u002F\" target=\"_blank\">alarm fatigue\u003C\u002Fa>. It refers to the point when caregivers become desensitised to alarm signs and can miss those that actually need medical attention. Caregivers can experience as many as \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.ncbi.nlm.nih.gov\u002Fpmc\u002Farticles\u002FPMC4206416\u002F\" target=\"_blank\">187 alarms per bed per day\u003C\u002Fa>; but \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fnurse.org\u002Farticles\u002Falarm-fatigue-statistics-patient-safety\u002F\" target=\"_blank\">up to 99% alarms\u003C\u002Fa> from patient beds can be false ones. But an artificial intelligence-based solution \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fartificial-intelligence-could-solve-alarm-fatigue-in-hospitals\u002F\" target=\"_blank\">can help reduce such notifications\u003C\u002Fa> received by the caregivers by up to 99.3%; enabling them to only hear those which require medical assistance. The design of new hospitals could integrate such solutions.\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\u002Falarm-fatigue-small-768x432.png\" alt=\"alarm fatigue\" class=\"wp-image-26271\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002Falarm-fatigue-small-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002Falarm-fatigue-small-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002Falarm-fatigue-small-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002Falarm-fatigue-small-512x288.png 512w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F02\u002Falarm-fatigue-small.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>Dr. Anderson and Cath Lewis also think that algorithms have a place in these institutions. “\u003Cem>Ongoing data collection would be an invaluable source of information for designers to prove (or disprove) design principles and their intended outcomes,\u003C\u002Fem>” they told The Medical Futurist. “\u003Cem>Consider the ability to track staff travel distances via GPS to understand inefficiencies in them, which could then plug into a parametric algorithm to inform more optimised departmental flows.\u003C\u002Fem>”\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Integrating patient design\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>One crucial element for properly designing future hospitals will be patient design, which involves patients’ input in designing these facilities. As the recipient of healthcare services, they are better placed to identify which areas need improvements.\u003C\u002Fp>\n\n\n\n\u003Cp>Take, for example, the Oral and Maxillofacial Surgery Department of Radboud University Medical Centre Nijmegen in the Netherlands. They \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fpeek-into-the-future-of-hospitals\u002F\" target=\"_blank\">redesigned the whole department’s rooms\u003C\u002Fa> based on patients’ suggestions. This involved simple yet important changes that enabled a more balanced patient-doctor relationship and friendly atmosphere. They prioritised round tables over square ones for more friendly conversations and also suggested brightly lit rooms with friendly colors. Dr. Anderson also hopes to see “\u003Cem>more end-user input”\u003C\u002Fem> in healthcare design practices as they incorporate a more interdisciplinary approach.\u003C\u002Fp>\n\n\n\n\u003Cdiv class=\"wp-block-image\">\u003Cfigure class=\"aligncenter size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"360\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F03\u002FPatient-Doctor-Partnership-768x360.png\" alt=\"empowered patient\" class=\"wp-image-23467\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F03\u002FPatient-Doctor-Partnership-768x360.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F03\u002FPatient-Doctor-Partnership-1536x721.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F03\u002FPatient-Doctor-Partnership-512x240.png 512w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F03\u002FPatient-Doctor-Partnership.png 1547w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\u003C\u002Fdiv>\n\n\n\n\u003Cp>\u003Cstrong>But patients will have an even bigger role in the future of hospital designs as digital health tools turn them into the point of care. This aspect is what we are looking at in the \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-future-of-healthcare-design-outside-the-point-of-care\" target=\"_blank\" rel=\"noreferrer noopener\">second part\u003C\u002Fa> of this series.\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Ctable style=\"width: 100%; border-collapse: collapse; background-color: #eee; border-top: 4px solid #444;\" cellpadding=\"10px\">\n\u003Ctbody>\n\u003Ctr>\n\u003Ctd style=\"width: 100%;\">\n\u003Cp>\u003Cstrong>At The Medical Futurist, we are building a community for making a bold vision about the future of healthcare reality today.\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Ciframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FFIbMejImnxs?hl=en&cc_lang_pref=en&cc=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\">\u003C\u002Fiframe>\n\u003Cp>If you’d like to support this mission, we invite you to \u003Ca href=\"https:\u002F\u002Fwww.patreon.com\u002Fthemedicalfuturist\">join The Medical Futurist Patreon Community\u003C\u002Fa>. A community of empowered patients, future-oriented healthcare professionals, concerned health policymakers, sensible health tech developers, and enthusiastic medical students. If there were ever a time to join us, it is now. Every contribution, however big or small, powers our research and sustains our future.\u003C\u002Fp>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fwww.patreon.com\u002Fthemedicalfuturist\">\u003Cstrong style=\"background-color: #e71d3299; color: #000;\">Click here to support The Medical Futurist from as little as $3\u003C\u002Fstrong>\u003C\u002Fa> – it only takes a minute. Thank you.\u003C\u002Fp>\n\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\n\u003C\u002Ftable>\n\u003Cp> \u003C\u002Fp>\n",{"rendered":198,"protected":20},"\u003Cp>Interminable waiting lines; long, boring corridors; piles of paperwork; these are processes and scenes we’re used to when turning to healthcare institutions. But they attest […]\u003C\u002Fp>\n",33551,{"_acf_changed":20,"footnotes":27},[202,203,31,204,205,33,34],6479,4879,491,521,[207,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224],4925,6823,6041,6825,6295,617,697,6735,6743,839,6813,847,246,6815,275,6817,6819,6821,[45,47,48,49],[],[228,229,53,55,230,231,232,233,234],1617,1631,2139,2163,2605,3825,3829,[236,14,64,65,66,67,68,237,238,69,239,240,71,72,241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,256,257,258,81,83,84,85],"post-33421","category-covid-19","category-lifestyle-medicine","category-empowered-patients","category-future-medicine","tag-point-of-care","tag-ventilation","tag-covid-19","tag-flexible-spaces","tag-alarm-fatigue","tag-emergency","tag-hospital-design","tag-mckinsey","tag-hospitals","tag-robots","tag-dochitect","tag-technologies","tag-future","tag-anatomage-table","tag-healthcare","tag-diana-anderson","tag-cath-lewin","tag-rush-university-center",{"id":199,"alt_text":260,"caption":27,"description":261,"media_type":88,"media_details":262,"post":126,"source_url":279},"Hospital healtcare gap democratise future","In designing the future of hospitals, much will be offloaded to the outside of these institutions by leveraging digital health technologies. ",{"width":90,"height":91,"file":263,"sizes":264,"image_meta":278},"2021\u002F03\u002Ftmf_article_250-51-01.png",{"medium":265,"large":268,"thumbnail":271,"medium_large":274,"1536x1536":275},{"file":266,"width":96,"height":97,"mime-type":98,"source_url":267},"tmf_article_250-51-01-370x208.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Ftmf_article_250-51-01-370x208.png",{"file":269,"width":102,"height":103,"mime-type":98,"source_url":270},"tmf_article_250-51-01-768x432.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Ftmf_article_250-51-01-768x432.png",{"file":272,"width":107,"height":107,"mime-type":98,"source_url":273},"tmf_article_250-51-01-150x150.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Ftmf_article_250-51-01-150x150.png",{"file":269,"width":102,"height":103,"mime-type":98,"source_url":270},{"file":276,"width":112,"height":113,"mime-type":98,"source_url":277},"tmf_article_250-51-01-1536x864.png","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Ftmf_article_250-51-01-1536x864.png",{"aperture":116,"credit":27,"camera":27,"caption":27,"created_timestamp":116,"copyright":27,"focal_length":116,"iso":116,"shutter_speed":116,"title":27,"orientation":116},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F03\u002Ftmf_article_250-51-01.png",{"cta_type":119,"cta_color":27,"subtitle":27,"related_books":281,"related_posts_footer":284,"related_posts":20},[282,283],24763,31417,[285,286,287],15752,17093,30937,{"yoast_wpseo_title":289,"yoast_wpseo_metadesc":290,"yoast_wpseo_canonical":192},"The Future Of Hospital Design – Inside The Point Of Care - The Medical Futurist","In designing the future of hospitals, much will be offloaded to the outside of these institutions by leveraging digital health technologies.",{"self":292,"collection":297,"about":299,"author":301,"replies":303,"version-history":306,"predecessor-version":310,"wp:featuredmedia":314,"wp:attachment":317,"wp:term":320,"curies":331},[293],{"href":294,"targetHints":295},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F33421",{"allow":296},[136],[298],{"href":139},[300],{"href":142},[302],{"embeddable":26,"href":145},[304],{"embeddable":26,"href":305},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=33421",[307],{"count":308,"href":309},18,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F33421\u002Frevisions",[311],{"id":312,"href":313},33579,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F33421\u002Frevisions\u002F33579",[315],{"embeddable":26,"href":316},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F33551",[318],{"href":319},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=33421",[321,323,325,327,329],{"taxonomy":165,"embeddable":26,"href":322},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=33421",{"taxonomy":168,"embeddable":26,"href":324},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=33421",{"taxonomy":171,"embeddable":26,"href":326},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=33421",{"taxonomy":174,"embeddable":26,"href":328},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=33421",{"taxonomy":177,"embeddable":26,"href":330},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=33421",[332],{"name":181,"href":182,"templated":26},[334],{"id":122,"date":335,"date_gmt":336,"guid":337,"modified":339,"modified_gmt":340,"slug":341,"status":13,"type":342,"link":343,"title":344,"content":346,"excerpt":348,"author":350,"featured_media":351,"comment_status":25,"ping_status":25,"template":27,"yst_prominent_words":352,"class_list":353,"better_featured_image":356,"acf":396,"yoast_meta":417,"_links":420},"2021-03-03T21:58:00","2021-03-03T20:58:00",{"rendered":338},"https:\u002F\u002Fapi.medicalfuturist.com\u002F?post_type=book&p=24762","2024-05-29T23:37:45","2024-05-29T21:37:45","a-guide-to-artificial-intelligence-in-healthcare","book","https:\u002F\u002Fapi.medicalfuturist.com\u002Fbooks\u002Fa-guide-to-artificial-intelligence-in-healthcare\u002F",{"rendered":345},"A Guide to Artificial Intelligence in Healthcare",{"rendered":347,"protected":20},"\n\u003Cp>Can we stay human in the\nage of A.I.? To go even further, can we grow in humanity, can we shape a\nmore humane, more equitable and sustainable healthcare?\u003C\u002Fp>\n\n\n\n\u003Cp>Our e-book aims to prepare\nhealthcare and medical professionals for the era of human-machine collaboration.\nRead The Medical Futurist’s guide to understanding, anticipating and\ncontrolling artificial intelligence.\u003C\u002Fp>\n",{"rendered":349,"protected":20},"\u003Cp>Can we stay human in the age of A.I.? To go even further, can we grow in humanity, can we shape a more humane, more equitable 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