[{"data":1,"prerenderedAt":439},["ShallowReactive",2],{"slug-physician-shortages":3},{"post":4,"relatedPosts":197,"relatedBooks":348},{"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":33,"project_category":47,"contact_email_category":52,"yst_prominent_words":53,"class_list":65,"better_featured_image":91,"acf":124,"yoast_meta":141,"_links":144},34879,"2023-08-31T10:00:00","2023-08-31T08:00:00",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=34879&_wpnonce=1d93f22091&status=auto-draft&type=post","2023-08-29T06:39:52","2023-08-29T04:39:52","physician-shortages","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002Fphysician-shortages",{"rendered":17},"Will It Be A Luxury To Meet Physicians?",{"rendered":19,"protected":20},"\n\u003Cp>The World Health Organisation (WHO)  rang a bell multiple times in the past decade, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fapps.who.int\u002Fmediacentre\u002Fnews\u002Freleases\u002F2013\u002Fhealth-workforce-shortage\u002Fen\u002Findex.html\" target=\"_blank\">forecasting\u003C\u002Fa> a shortfall of 10 million healthcare workers globally by 2030. With over half of the world’s population \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.ilo.org\u002Fglobal\u002Fabout-the-ilo\u002Fnewsroom\u002Fnews\u002FWCMS_675946\u002Flang--en\u002Findex.htm\" target=\"_blank\">lacking\u003C\u002Fa> access to essential healthcare, it is easy to sum up: we’re heading towards a healthcare crisis.\u003C\u002Fp>\n\n\n\n\u003Chr class=\"wp-block-separator has-css-opacity aligncenter\"\u002F>\n\n\n\n\u003Cp>Sombre numbers from \u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>The 2023 report of the Association of American Medical Colleges (AAMC) projects the total physician shortage in the U.S. of up to 124,000 physicians by 2034. \u003C\u002Fli>\n\n\n\n\u003Cli>As for Europe, “the health workforce crisis in Europe is no longer a looming threat – it is here and now” the World Health Organization \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.who.int\u002Feurope\u002Fnews\u002Fitem\u002F22-03-2023-the-health-workforce-crisis-in-europe-is-no-longer-a-looming-threat---it-is-here-and-now.-the-bucharest-declaration-charts-a-way-forward\" target=\"_blank\">declared in 2023\u003C\u002Fa>.  \u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.oecd-ilibrary.org\u002Fsites\u002Fec8a199e-en\u002Findex.html?itemId=\u002Fcontent\u002Fcomponent\u002Fec8a199e-en\" target=\"_blank\">In Asia\u003C\u002Fa>, besides missing healthcare professionals from the health system, an uneven geographical distribution of health workers is a further obstacle. \u003C\u002Fli>\n\n\n\n\u003Cli>We see \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fhealthpolicy-watch.news\u002Feight-country-healthcare-workers-migration\u002F\" target=\"_blank\">increased healthcare worker migration to rich countries\u003C\u002Fa> – leaving the vulnerable – especially in Africa – even more so.\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cp>According to the 2023 \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.who.int\u002Fpublications\u002Fi\u002Fitem\u002F9789240069787\" target=\"_blank\">WHO Health Workforce Support and Safeguards list\u003C\u002Fa>, the situation is getting worse year after year. The latest list comprises 55 countries that face the most pressing health workforce challenges related to universal health coverage. In particular, these countries have: 1) a density of doctors, nurses and midwives below the global median (i.e. 49 per 10 000 population); and 2) a universal health coverage service coverage index below a certain threshold.\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\u002F2023\u002F02\u002Ftmf_article_355-768x432.png\" alt=\"\" class=\"wp-image-49639\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F02\u002Ftmf_article_355-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F02\u002Ftmf_article_355-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F02\u002Ftmf_article_355-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F02\u002Ftmf_article_355-2048x1152.png 2048w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F02\u002Ftmf_article_355.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>The main drives for these shortages are similar: on the one hand, it’s the population’s growth and ageing. This highly contributes to the increased need for medical professionals. In the U.S., the population aged 65 and over is projected to grow by 45.1% by 2033. On the other hand, active physicians are \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.who.int\u002Feurope\u002Fnews\u002Fitem\u002F14-09-2022-ticking-timebomb--without-immediate-action--health-and-care-workforce-gaps-in-the-european-region-could-spell-disaster\" target=\"_blank\">getting older in the developed world\u003C\u002Fa>, nurses are leaving their profession in great numbers.  \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Where numbers lead us\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n\u003Cp>Based on the statistics, we can declare that there will always be a shortage of healthcare professionals globally\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\n\n\n\u003Cp>There will always be fewer health workers trained than needed. As more and more people receive care and our diagnostic arsenal is improving, the number of people diagnosed with chronic diseases will keep on increasing. Similarly, as the number of areas providing advanced health care increases, the demand for skilled medical professionals will remain the same – or will grow.\u003C\u002Fp>\n\n\n\n\u003Cp>A medical school bottleneck further augments the problem: medical schools receive far more applications they can and will facilitate. Later comes another obstacle: the lack of residency spaces. This is a global problem; and it comes as no surprise that the annual Match Day, organised by the \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.nrmp.org\u002Fabout\u002Fnews\u002F2023\u002F05\u002Fnrmp-releases-the-2023-main-residency-match-results-and-data-report-the-most-trusted-data-resource-for-the-main-residency-match\u002F?utm_source=search_results_page&utm_campaign=nrmp_search_page&utm_term=match%20results\" target=\"_blank\">National Resident Matching Program\u003C\u002Fa> in the United States, is celebrated throughout the country. This is the day when medical school students and graduates from the U.S. and worldwide learn which residency programs they can join in the States over the coming 3-7 years. In 2023, there were 43k+ active applicants for 37,425 places. It matters most for our statistics because numbers here are accurate predictors of future physician workforce supply.\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\u002F2022\u002F11\u002Ftmf_article_342-01_digital-health-hospital-768x432.png\" alt=\"hospital, digital health, device, doctor TMF\" class=\"wp-image-48231\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F11\u002Ftmf_article_342-01_digital-health-hospital-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F11\u002Ftmf_article_342-01_digital-health-hospital-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F11\u002Ftmf_article_342-01_digital-health-hospital-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F11\u002Ftmf_article_342-01_digital-health-hospital.png 1800w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>There is a \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.who.int\u002Fnews-room\u002Ffact-sheets\u002Fdetail\u002Fnursing-and-midwifery\" target=\"_blank\">global shortage of nurses and midwives\u003C\u002Fa>, who represent more than 50% of the current shortage of health workers, and the International Council of Nurses’\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.icn.ch\u002Fnews\u002Ficn-report-says-shortage-nurses-global-health-emergency\" target=\"_blank\"> latest report\u003C\u002Fa> paints a dark picture of the mental health and well-being of the professionals working in the segment. \u003C\u002Fp>\n\n\n\n\u003Cp>The WHO-led \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.who.int\u002Fteams\u002Fhealth-workforce\u002Fabout\u002F5thglobalforum-hrh\" target=\"_blank\">Fifth Global Forum on Human Resources for Health\u003C\u002Fa> had put together \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.who.int\u002Fpublications\u002Fi\u002Fitem\u002F9789240063341\" target=\"_blank\">a list of recommended action points\u003C\u002Fa> addressing the human resources problems in healthcare. The Action Plan is guided by five “core principles”:\u003C\u002Fp>\n\n\n\n\u003Col class=\"wp-block-list\">\n\u003Cli>Use data to inform and drive decision-making in planning and investment.\u003C\u002Fli>\n\n\n\n\u003Cli>Engage stakeholders through inclusive cross-sectorial dialogue.\u003C\u002Fli>\n\n\n\n\u003Cli>Promote equity, ensuring the benefits reach the vulnerable and underserved.\u003C\u002Fli>\n\n\n\n\u003Cli>Align investment and action with the needs of populations and health systems.\u003C\u002Fli>\n\n\n\n\u003Cli>Remain country-led, empowering national governance and leadership\u003C\u002Fli>\n\u003C\u002Fol>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Drawing conclusions\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>With the issues above combined, we need to get prepared for a new era in healthcare. On the upside, it means an ever-improving quality of care worldwide. It’s provided by widespread and common use of technology tools and devices in the hospital and at home. On the downside, there will be larger distances between doctors and patients and even nurses and patients. Here are the most important repercussions:\u003C\u002Fp>\n\n\n\n\u003Col class=\"wp-block-list\">\n\u003Cli>We will not be able to talk to a doctor about every single health issue, neither live nor over the phone. (If you can do so today, praise the moment – this will change or be utterly expensive.) \u003C\u002Fli>\n\u003C\u002Fol>\n\n\n\n\u003Col class=\"wp-block-list\" start=\"2\">\n\u003Cli>AI-based chatbot systems and other algorithmic solutions will take over on triage and while waiting. In fact, AI could contribute to solving the human resources crisis in healthcare – \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fcould-a-i-solve-the-human-resources-crisis-in-healthcare\u002F\" target=\"_blank\">read more about it here\u003C\u002Fa>. We are already starting to see \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fleanpub.com\u002Fgenerative-ai-in-healthcare\" target=\"_blank\">the generative AI revolution\u003C\u002Fa> bringing \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-health-expands-ai-powered-breast-cancer-screenings-integration\u002F\" target=\"_blank\">practical solutions\u003C\u002Fa> to everyday healthcare. \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fs41586-023-06291-2\" target=\"_blank\">Chatbots specifically trained for medical use\u003C\u002Fa> will\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.theverge.com\u002F2023\u002F7\u002F8\u002F23788265\u002Fgoogle-med-palm-2-mayo-clinic-chatbot-bard-chatgpt\" target=\"_blank\"> enter the arena soon\u003C\u002Fa>, they will \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Farxiv.org\u002Fpdf\u002F2307.14334.pdf\" target=\"_blank\">become multimodal\u003C\u002Fa>, which will mean that in the foreseeable future waiting days or weeks for a doctor \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fmedpalm-new-ai-medical-chatbots-will-soon-be-better-than-waiting-for-a-doctor\" target=\"_blank\">will very likely pose higher risks\u003C\u002Fa> than having AI as the first line of contact. \u003C\u002Fli>\n\u003C\u002Fol>\n\n\n\n\u003Col class=\"wp-block-list\" start=\"3\">\n\u003Cli>Patients and doctors need a \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fdigital-health\" target=\"_blank\" rel=\"noreferrer noopener\">cultural transformation\u003C\u002Fa>: healthcare professionals and patients are in this together hand in hand. The first line of response will inevitably need to be technological, not personal, saving time for physicists and nurses alike.\u003C\u002Fli>\n\u003C\u002Fol>\n\n\n\n\u003Chr class=\"wp-block-separator has-css-opacity\"\u002F>\n\n\n\n\u003Cp>Technology is changing healthcare, and it is a good thing. From doctor-patient relationships to better diagnostics, forecasts and analyses; from better organised medical settings and streamlined hospital services to more secure and accessible health data handling; we have a lot to gain. \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\u002F2023\u002F08\u002F0821_generative-ai-cover-02-2-768x432.jpg\" alt=\"\" class=\"wp-image-52143\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002F0821_generative-ai-cover-02-2-768x432.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002F0821_generative-ai-cover-02-2-370x208.jpg 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002F0821_generative-ai-cover-02-2-1536x864.jpg 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002F0821_generative-ai-cover-02-2.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch4 class=\"wp-block-heading\">\u003Cstrong>Ultimately, we might not need more healthcare personnel, but a smarter distribution and workflow as embracing technological solutions will ultimately lead to better health – and better care.\u003C\u002Fstrong>\u003C\u002Fh4>\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",false,{"rendered":22,"protected":20},"\u003Cp>Based on the statistics, we can declare that there will always be a shortage of healthcare professionals globally\u003C\u002Fp>\n",6,34881,"closed",true,"","standard",{"_acf_changed":20,"footnotes":27},[31,32],521,800,[34,35,36,37,38,39,40,41,42,43,44,45,46],1224,358,4729,6041,821,6253,7239,214,956,3085,275,1008,308,[48,49,50,51],949,950,951,952,[],[54,55,56,57,58,59,60,61,62,63,64],3743,1571,3757,1631,1683,1685,1709,1723,1739,1883,3615,[66,14,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90],"post-34879","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-future-medicine","category-healthcare-policy","tag-physician-burnout","tag-physician","tag-who","tag-covid-19","tag-a-i","tag-cultural-transformation","tag-national-resident-matching-program","tag-doctor","tag-nurses","tag-covid19","tag-healthcare","tag-medical-professionals","tag-medical-education","project_category-educators","project_category-medical-professionals","project_category-patients","project_category-policy-makers",{"id":24,"alt_text":92,"caption":27,"description":93,"media_type":94,"media_details":95,"post":5,"source_url":123},"physician shortage","Physician shortages lead to less contact between patients and doctors","image",{"width":96,"height":97,"file":98,"sizes":99,"image_meta":121},1920,1080,"2021\u002F06\u002Ftmf_article_277-01.png",{"medium":100,"large":106,"thumbnail":111,"medium_large":115,"1536x1536":116},{"file":101,"width":102,"height":103,"mime-type":104,"source_url":105},"tmf_article_277-01-370x208.png","370","208","image\u002Fpng","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F06\u002Ftmf_article_277-01-370x208.png",{"file":107,"width":108,"height":109,"mime-type":104,"source_url":110},"tmf_article_277-01-768x432.png","768","432","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F06\u002Ftmf_article_277-01-768x432.png",{"file":112,"width":113,"height":113,"mime-type":104,"source_url":114},"tmf_article_277-01-150x150.png","150","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F06\u002Ftmf_article_277-01-150x150.png",{"file":107,"width":108,"height":109,"mime-type":104,"source_url":110},{"file":117,"width":118,"height":119,"mime-type":104,"source_url":120},"tmf_article_277-01-1536x864.png","1536","864","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F06\u002Ftmf_article_277-01-1536x864.png",{"aperture":122,"credit":27,"camera":27,"caption":27,"created_timestamp":122,"copyright":27,"focal_length":122,"iso":122,"shutter_speed":122,"title":27,"orientation":122},"0","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F06\u002Ftmf_article_277-01.png",{"subtitle":27,"related_books":125,"cta_type":129,"cta_color":27,"related_posts_footer":130,"related_posts":20,"key_takeaways":134},[126,127,128],24759,24762,34151,"subscribe",[131,132,133],21320,21822,24858,[135,137,139],{"title":136},"\u003Cp>By 2030, there will be a significant shortfall of healthcare workers, leading to a global healthcare crisis\u003C\u002Fp>\n",{"title":138},"\u003Cp>Technological advances, especially AI, will become an essential component in healthcare, acting as the first line of response to mitigate these shortages.\u003C\u002Fp>\n",{"title":140},"\u003Cp>Despite the challenges, embracing technology can streamline healthcare services, possibly reducing the need for more personnel and emphasizing a smarter distribution and workflow for improved patient care.\u003C\u002Fp>\n",{"yoast_wpseo_title":142,"yoast_wpseo_metadesc":143,"yoast_wpseo_canonical":15},"Will It Be A Luxury To Meet Physicians? - The Medical Futurist","Based on statistics, the world is facing an increasing gap between the demand for more healthcare professionals and reality. Is meeting your doc a luxury?",{"self":145,"collection":151,"about":154,"author":157,"replies":160,"version-history":163,"predecessor-version":167,"wp:featuredmedia":171,"wp:attachment":174,"wp:term":177,"curies":193},[146],{"href":147,"targetHints":148},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F34879",{"allow":149},[150],"GET",[152],{"href":153},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts",[155],{"href":156},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fpost",[158],{"embeddable":26,"href":159},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F6",[161],{"embeddable":26,"href":162},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=34879",[164],{"count":165,"href":166},25,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F34879\u002Frevisions",[168],{"id":169,"href":170},52255,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F34879\u002Frevisions\u002F52255",[172],{"embeddable":26,"href":173},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F34881",[175],{"href":176},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=34879",[178,181,184,187,190],{"taxonomy":179,"embeddable":26,"href":180},"category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=34879",{"taxonomy":182,"embeddable":26,"href":183},"post_tag","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=34879",{"taxonomy":185,"embeddable":26,"href":186},"project_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=34879",{"taxonomy":188,"embeddable":26,"href":189},"contact_email_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=34879",{"taxonomy":191,"embeddable":26,"href":192},"yst_prominent_words","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=34879",[194],{"name":195,"href":196,"templated":26},"wp","https:\u002F\u002Fapi.w.org\u002F{rel}",[198],{"id":133,"date":199,"date_gmt":200,"guid":201,"modified":203,"modified_gmt":204,"slug":205,"status":13,"type":14,"link":206,"title":207,"content":209,"excerpt":211,"author":23,"featured_media":213,"comment_status":25,"ping_status":25,"sticky":26,"template":27,"format":28,"meta":214,"categories":215,"tags":219,"project_category":233,"contact_email_category":234,"yst_prominent_words":235,"class_list":243,"better_featured_image":261,"acf":290,"yoast_meta":304,"_links":306},"2023-08-17T10:00:00","2023-08-17T08:00:00",{"rendered":202},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=24858&_wpnonce=7146ccf2fa&status=auto-draft&type=post","2023-08-17T09:36:42","2023-08-17T07:36:42","top-companies-using-a-i-in-drug-discovery-and-development","https:\u002F\u002Fmedicalfuturist.com\u002Ftop-companies-using-a-i-in-drug-discovery-and-development",{"rendered":208},"Top 6 Companies Using AI In Drug Discovery And Development",{"rendered":210,"protected":20},"\n\u003Cdiv class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n\u003Cdiv class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n\u003Cp>What if coming up with a new drug could be measured in days rather than years? What if new medication would cost thousands instead of billions of dollars? Just look at how an AI pharma start-up \u003Ca href=\"https:\u002F\u002Fwww.technologyreview.com\u002Ff\u002F614251\u002Fan-ai-system-identified-a-potential-new-drug-in-just-46-days\u002F\">developed a potential new drug in 46 days\u003C\u002Fa>! Artificial intelligence technologies \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-future-of-clinical-trials-artificial-patients-synthetic-data-and-real-time-analysis\" target=\"_blank\">promise to speed up the process\u003C\u002Fa> of drug discovery and development and make it more cost-effective. As the market is flourishing, and it takes time and effort to separate the wheat from the chaff, we collected the most promising AI pharma companies out there.\u003C\u002Fp>\n\n\n\n\u003Cp>Drug design is a key area AI is revolutionizing. In one of our latest database projects, we decided to venture into this territory and collect the companies that use artificial intelligence for this purpose. To add more value than what’s already available, our goal was not only to list these but also to determine their fields of operation, their target group and other, so far unmapped details.\u003C\u002Fp>\n\u003C\u002Fdiv>\n\u003C\u002Fdiv>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>The future is about speed and savings\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>New drugs are approved through human clinical trials: rigorous,\nyear-long procedures starting in animal trials and gradually moving to\npatients. They typically cost billions of dollars and take many years to\ncomplete, sometimes more than a decade. Plus, patients in trials are exposed to\nside effects that cannot be predicted or expected. And even if the trial is\nsuccessful, it has to go through a regulatory approval: it may or may not\nreceive the nod of the respective regulatory agency, e.g. the US Food and Drugs\nAdministration (FDA).\u003C\u002Fp>\n\n\n\n\u003Cp>Luckily, there’s an abundance of technologies and companies that want to change the status quo. One way to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Ffuture-of-clinical-trials\" target=\"_blank\">modernise the drug testing process\u003C\u002Fa> is applying technologies to the traditional framework, for example, through online platforms to seek out participants; while an alternative way is to use \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fhuman-organs-on-chips\u002F\" target=\"_blank\">human organs-on-chips\u003C\u002Fa> or \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fin-silico-trials-are-the-future\u002F\" target=\"_blank\">in silico trials\u003C\u002Fa>. These all aim to speed up the process, save thousands of dollars and unburden patients. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>However, when looking at all these technologies, artificial intelligence is the most advanced and most multifaceted. The technology helps companies aggregate and synthesize a lot of information that’s needed for clinical trials, thus shortening the drug development process. It can also help understand the mechanisms of the disease, establish biomarkers, generate data, models, or novel drug candidates, design or redesign drugs, run preclinical experiments, design and run clinical trials, and even analyse the real-world experience\u003C\u002Fstrong>. \u003C\u002Fp>\n\n\n\n\u003Cp>The number of already existing AI companies in drug development reflects the manifold usage of the technology: they are many and increasing day by day. \u003C\u002Fp>\n\n\n\n\u003Cp>Nevertheless, we managed to choose our six favorites, so here you go!\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">1) The company that mines clinical trials: \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.antidote.me\u002F\" target=\"_blank\">Antidote\u003C\u002Fa>\u003C\u002Fh2>\n\n\n\n\u003Cp>US and UK-based Antidote is focusing on matching patients and medical researchers in clinical trials so they could work together more easily. \u003Cstrong>The platform allows patients to find the most suitable clinical trials, helps researchers stream their latest study information to millions of patients, and even connects them with members of the medical community directly\u003C\u002Fstrong>. It’s basically a very efficient online platform for enhancing access to clinical trials.\u003C\u002Fp>\n\n\n\n\u003Cp>By combining proprietary technologies, data, and well-established business models, the company is transforming the way patients and researchers connect so that breakthroughs can happen faster. The company was launched under the name of TrialReach in 2010, but it got rebranded to Antidote in 2016. \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">2) The company with tangible results: \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.atomwise.com\u002F\" target=\"_blank\">Atomwise\u003C\u002Fa>\u003C\u002Fh2>\n\n\n\n\u003Cp>\u003Cstrong>The most well-known company in drug discovery aims to reduce the costs of medicine development by using supercomputers to predict from a database of molecular structures in advance which potential medicines will work, and which won’t\u003C\u002Fstrong>. Their deep convolutional neural network, AtomNet, screens more than 100 million compounds each day.\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\u002F09\u002Ftmf_article_291_A-02-768x432.png\" alt=\"\" class=\"wp-image-36305\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002Ftmf_article_291_A-02-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002Ftmf_article_291_A-02-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002Ftmf_article_291_A-02-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002Ftmf_article_291_A-02.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>In 2015, Atomwise launched a virtual search for safe, existing medicines that could be redesigned to treat the Ebola virus. They found two drug candidates predicted by the company’s AI technology which may significantly reduce Ebola infectivity. This analysis, which typically would have taken months or years, was completed in less than one day! Imagine how efficient drug creation would become if such clinical trials could be run at the “ground zero” level of health care, namely in pharmacies.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">3) The company that concentrates on cancer drugs: \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.welcome.ai\u002Fturbine-ai\" target=\"_blank\">Turbine.AI\u003C\u002Fa>\u003C\u002Fh2>\n\n\n\n\u003Cp>A dedicated team of A.I. developers, medical professionals, and bioinformaticians has spent 6 years researching and building an artificial intelligence solution to design personalised treatments for any cancer type or patient faster than any traditional healthcare service. \u003Cstrong>The technology models cell biology on the molecular level, it can identify the best drug to target a specific tumor with; moreover, it identifies complex biomarkers and design combination therapies by performing millions of simulated experiments each day.\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\u003Cdiv class=\"wp-block-embed__wrapper\">\n\u003Ciframe loading=\"lazy\" title=\"AI Case Studies In Pharmaceutical Drug Design  - Live Q&A With The Medical Futurist\" width=\"640\" height=\"360\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FcSrwgtEAzLQ?start=1045&feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen>\u003C\u002Fiframe>\n\u003C\u002Fdiv>\u003C\u002Ffigure>\n\n\n\n\u003Cp>The key to Turbine’s uniqueness is its molecular model of cancer biology guided by an AI to identify the biomarkers that signal sensitivity to treatment. As a result, the technology is already used in collaborations with Bayer, the University of Cambridge and top Hungarian research groups to find new cancer cures, speed up the time to market them and save the lives of patients suffering from currently incurable forms of the lethal disease.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">4) The company with a comprehensive structure from genomic to clinical data\u003Cstrong>: \u003C\u002Fstrong>\u003Ca rel=\"noreferrer noopener\" href=\"http:\u002F\u002Fprecisionlife.com\u002F\" target=\"_blank\">Row Analytics\u003C\u002Fa>\u003C\u002Fh2>\n\n\n\n\u003Cp>\u003Cstrong>The Oxford-based data analytics company operating since 2013 specializes in digital health, precision medicine, genomics, and semantic search\u003C\u002Fstrong>. It is delivering a range of highly innovative data analytics platforms, for example, PrecisionLife for drug discovery.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>The platform combines AI methods and data analytics to look at multiple genetic variants in combinations across a range of diseases\u003C\u002Fstrong>. As they are able to complete the process in weeks instead of months, even for large disease populations with tens of thousands of patients, this enables the rapid identification of novel drug candidates and potential drugs to repurpose. \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">5) The company with research excellence in in-silico genomics: \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.deepgenomics.com\u002F\" target=\"_blank\">Deep Genomics\u003C\u002Fa>\u003C\u002Fh2>\n\n\n\n\u003Cp>Brendan Frey’s company promises \u003Cstrong>to solve the biggest puzzle in genetics: to get to know exactly what information the genome could provide for patients, medical professionals, and researchers. For doing so, Deep Genomics is \u003Ca href=\"http:\u002F\u002Fwww.businessinsider.com\u002Fhow-deep-genomics-is-using-ai-to-solve-genetic-mysteries-2015-9\" target=\"_blank\" rel=\"noreferrer noopener\">leveraging AI, specifically deep learning to help decode the meaning of the genome\u003C\u002Fa>\u003C\u002Fstrong>.\u003C\u002Fp>\n\n\n\n\u003Cp>So far, the company has used its computational system to develop a database that provides predictions for more than 300 million genetic variations that could affect the genetic code. For this reason, their findings are used for genome-based therapeutic development, molecular diagnostics, targeting biomarker discovery and assessing risks for genetic disorders.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">6) The company with drug discovery in 46 days: \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Finsilico.com\u002F\" target=\"_blank\">Insilico Medicine\u003C\u002Fa>\u003C\u002Fh2>\n\n\n\n\u003Cp>\u003Cstrong>As an artificial intelligence company for drug discovery, biomarker development, and ageing research, Insilico Medicine aims to cover the entire process of drug discovery, clinical trials analysis, and digital medicine\u003C\u002Fstrong>. It is pursuing internal drug discovery programs in cancer, dermatological diseases, fibrosis, Parkinson’s Disease, Alzheimer’s Disease, ALS, diabetes, sarcopenia, and ageing.\u003C\u002Fp>\n\n\n\n\u003Cp>The company, working with researchers at the University of Toronto, \u003Cstrong>made headlines lately with the announcement that the process of developing a new drug candidate lasted just 46 days with the help of its smart algorithm\u003C\u002Fstrong>. At first, it took \u003Ca href=\"https:\u002F\u002Fwww.technologyreview.com\u002Ff\u002F614251\u002Fan-ai-system-identified-a-potential-new-drug-in-just-46-days\u002F\">21 days for the team to create 30,000 designs for molecules\u003C\u002Fa> that target a protein linked with fibrosis (tissue scarring). They synthesized six of these molecules in the lab and then tested two in cells, the most promising one was tested in mice. The researchers concluded it was potent against the protein and showed “drug-like” qualities. The research was published in\u003Ca href=\"https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fs41587-019-0224-x\"> Nature Biotechnology\u003C\u002Fa>.\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\" 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",{"rendered":212,"protected":20},"\u003Cp>What if coming up with a new drug could be measured in days rather than years? What if new medication would cost thousands instead of billions of dollars? Artificial intelligence technologies promise to speed up the process of drug discovery and make it more cost-effective. As the market is flourishing, and it takes time and effort to separate the wheat from the chaff, we collected the most promising AI pharma companies out there.\u003C\u002Fp>\n",52039,{"_acf_changed":20,"footnotes":27},[216,217,218],504,490,488,[220,221,222,223,224,225,226,227,228,229,230,231,232],566,134,568,144,1154,173,1471,217,1472,262,1473,356,373,[],[],[236,237,57,238,239,62,240,63,241,242],1607,1621,1635,1715,1833,2935,1599,[244,14,67,68,69,70,71,245,246,247,248,249,250,251,252,253,254,255,256,257,258,259,260],"post-24858","category-artificial-intelligence","category-future-of-pharma","category-genomics","tag-clinical-trials","tag-ai","tag-drug-development","tag-artificial-intelligence","tag-medication","tag-clinical","tag-drug-discovery","tag-drug","tag-drug-research","tag-genomics","tag-cure","tag-pharma-2","tag-research",{"id":213,"alt_text":27,"caption":27,"description":27,"media_type":94,"media_details":262,"post":288,"source_url":289},{"width":263,"height":264,"file":265,"filesize":266,"sizes":267,"image_meta":286},1500,844,"2023\u002F08\u002Ftmf_article_382-2-s.png",598938,{"medium":268,"large":274,"thumbnail":280,"medium_large":285},{"file":269,"width":270,"height":271,"mime-type":104,"filesize":272,"source_url":273},"tmf_article_382-2-s-370x208.png",370,208,56575,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002Ftmf_article_382-2-s-370x208.png",{"file":275,"width":276,"height":277,"mime-type":104,"filesize":278,"source_url":279},"tmf_article_382-2-s-768x432.png",768,432,168332,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002Ftmf_article_382-2-s-768x432.png",{"file":281,"width":282,"height":282,"mime-type":104,"filesize":283,"source_url":284},"tmf_article_382-2-s-150x150.png",150,20749,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002Ftmf_article_382-2-s-150x150.png",{"file":275,"width":276,"height":277,"mime-type":104,"filesize":278,"source_url":279},{"aperture":122,"credit":27,"camera":27,"caption":27,"created_timestamp":122,"copyright":27,"focal_length":122,"iso":122,"shutter_speed":122,"title":27,"orientation":122,"keywords":287},[],null,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F08\u002Ftmf_article_382-2-s.png",{"related_posts_footer":291,"related_posts":20,"cta_type":129,"cta_color":295,"subtitle":27,"related_books":296,"key_takeaways":299},[292,293,294],14131,15585,46538,"green",[297,127,298],24764,24761,[300,302],{"title":301},"\u003Cp>AI promises to disrupt drug discovery, radically speeding up the process and making it significantly cheaper\u003C\u002Fp>\n",{"title":303},"\u003Cp>We collected the flagship companies of the field and also introduce our latest database project analysing this realm\u003C\u002Fp>\n",{"yoast_wpseo_title":208,"yoast_wpseo_metadesc":305,"yoast_wpseo_canonical":206},"AI promises to speed up and make drug discovery and development more cost-effective. Here, we collected the most promising AI pharma 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