[{"data":1,"prerenderedAt":153},["ShallowReactive",2],{"slug-7-promising-examples-ai-could-do-in-healthcare-in-the-future":3},{"post":4,"relatedPosts":151,"relatedBooks":152},{"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":34,"project_category":35,"contact_email_category":36,"yst_prominent_words":37,"class_list":47,"better_featured_image":57,"acf":90,"yoast_meta":96,"_links":98},58315,"2024-12-17T10:34:03","2024-12-17T09:34:03",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=58315&_wpnonce=f64dc20465&status=auto-draft&type=post","2025-01-15T06:15:14","2025-01-15T05:15:14","7-promising-examples-ai-could-do-in-healthcare-in-the-future","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002F7-promising-examples-ai-could-do-in-healthcare-in-the-future",{"rendered":17},"7 Promising Examples AI Could Do In Healthcare In The Future",{"rendered":19,"protected":20},"\n\u003Cp>In our recent series of artificial intelligence (AI) in healthcare, we looked at \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhat-ai-can-already-do-in-healthcare-in-8-examples\" target=\"_blank\" rel=\"noreferrer noopener\">what the technology can already do\u003C\u002Fa> and at what we can expect it to do in the near future. With technological development, there will be further potential for AI in this field beyond the ones we shared before. \u003C\u002Fp>\n\n\n\n\u003Cp>In particular, as we progress \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002F5-levels-of-automation-in-medicine\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">across levels of automation\u003C\u002Fa>, AI technology will be able to handle more complex tasks with fewer human input. They might take longer to materialise due to regulatory and computational hurdles but we can expect them to be the next big things in healthcare over time.\u003C\u002Fp>\n\n\n\n\u003Cp>Here, we share 7 examples of what these next milestones for AI in healthcare might look like. As these mostly represent ideal scenarios and aspirations, there are no current examples but hints of what we can expect.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>1. Personalized AI doctors and health companions\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>We are used to conversing with AI assistants for specific health services such as \u003Ca href=\"https:\u002F\u002Fwoebothealth.com\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Woebot\u003C\u002Fa> for mental health assistance. In the future, AI systems will be able to offer more health services, akin to a health  navigator “living” with patients. They will be able to offer end-to-end consultations, diagnostics, and treatment recommendations tailored to individual genetics and lifestyle.  \u003C\u002Fp>\n\n\n\n\u003Cp>OpenAI and Thrive AI Health have partnered to \u003Ca href=\"https:\u002F\u002Ftechcrunch.com\u002F2024\u002F11\u002F14\u002Fsam-altman-and-arianna-huffingtons-thrive-ai-health-assistant-has-a-bare-bones-demo\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">build an AI health coach\u003C\u002Fa> for personalised health and lifestyle advice which might give us a glimpse of that future.\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\u002F2023\u002F01\u002Ftmf_article_348-01-768x432.png\" alt=\"medical chatbot AI algorithm person man phone TMF\" class=\"wp-image-48671\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F01\u002Ftmf_article_348-01-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F01\u002Ftmf_article_348-01-370x208.png 370w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>Before such AI systems are deployed, the accuracy of their output will have to be virtually infallible. Moreover, they will have to abide by regulatory safeguards and, importantly, be met with minimal social friction.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>2. Fully autonomous robotic surgeries\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>Robotic assistance in the operating room is \u003Ca href=\"https:\u002F\u002Fwww.saranextgen.com\u002Fhomeworkhelp\u002Findex.php?id=3071\" target=\"_blank\" rel=\"noreferrer noopener\">a rising trend\u003C\u002Fa>. With tools such as the \u003Ca href=\"https:\u002F\u002Fwww.intuitive.com\u002Fen-us\u002Fproducts-and-services\u002Fda-vinci\u002F5\" target=\"_blank\" rel=\"noreferrer noopener\">da Vinci surgical system\u003C\u002Fa>, surgeons across the world are able to perform more precise operations. Over time, robotic systems using advanced AI will become more agile and precise. They will be able to perform surgeries independently with precision beyond human capability.\u003C\u002Fp>\n\n\n\n\u003Cp>While we are not at that level yet, researchers have provided us with a glimpse of such a future. Johns Hopkins University academics \u003Ca href=\"https:\u002F\u002Fwww.sciencedaily.com\u002Freleases\u002F2022\u002F01\u002F220126143954.htm\" target=\"_blank\" rel=\"noreferrer noopener\">have designed an automated robot\u003C\u002Fa> to independently perform laparoscopic surgery on the soft tissue of four pigs. It was also able to reconnect two ends of their intestines producing significantly better results than humans performing the same, extremely challenging surgical procedure.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>3. AI-generated virtual twins for disease simulation\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>In healthcare, \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fdigital-twin-and-the-promise-of-personalized-medicine\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">digital twins\u003C\u002Fa> refer to virtual representations of the human body and its organs. Digital twins have been used to study some human organs. For example, the \u003Ca href=\"https:\u002F\u002Fwww.epfl.ch\u002Fresearch\u002Fdomains\u002Fbluebrain\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Blue Brain Project\u003C\u002Fa> from École Polytechnique Fédérale de Lausanne in Switzerland is building digital reconstructions of the brain, while Siemens Healthineers is working on a \u003Ca href=\"https:\u002F\u002Fwww.siemens-healthineers.com\u002Fperspectives\u002Fmodeling-the-human-liver\" target=\"_blank\" rel=\"noreferrer noopener\">digital twin of the liver\u003C\u002Fa>. \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\u002F2020\u002F03\u002Fdigital-twin-small-768x432.jpg\" alt=\"digital twin\" class=\"wp-image-27073\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F03\u002Fdigital-twin-small-768x432.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F03\u002Fdigital-twin-small-370x208.jpg 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F03\u002Fdigital-twin-small-1536x864.jpg 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F03\u002Fdigital-twin-small-512x288.jpg 512w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2020\u002F03\u002Fdigital-twin-small.jpg 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>We are still far from a completely digitized version of a full patient but developing digital twins of organs will lead to digital human bodies. With such personalized digital replicas of patients, physicians can simulate treatment outcomes before trying them in real life. AI could help in the development of such models and they could even help digital twins converse with healthcare professionals during simulations.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>4. Predicting global health crises\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>We’ve all \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-top-5-practical-digital-health-technologies-in-the-fight-against-covid-19-an-infographic\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">lived through a pandemic\u003C\u002Fa> and don’t want to go through such an experience again. AI technology has been shown \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-sober-state-of-artificial-intelligence-in-the-fight-against-covid-19\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">to be of assistance\u003C\u002Fa> during such health crises. During the COVID-19 pandemic, an AI company and its team of epidemiologists used an algorithm to \u003Ca href=\"https:\u002F\u002Fwww.wired.com\u002Fstory\u002Fai-epidemiologist-wuhan-public-health-warnings\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">issue the first warnings\u003C\u002Fa> of the virus’ spread, even before the WHO and the CDC did so.\u003C\u002Fp>\n\n\n\n\u003Cp>In the future, advanced AI systems will be able to detect outbreaks well in advance. They will be able to help mode the disease’s spread and suggest containment strategies in real-time. Such approaches will help prevent uncontrolled propagation and minimise consequences to the public.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>5. Detecting unusual biomarkers\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>Biomarkers generally refer to biological signs that provide insights into one’s health status. Classic examples of biomarkers \u003Ca href=\"https:\u002F\u002Fpmc.ncbi.nlm.nih.gov\u002Farticles\u002FPMC3078627\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">include\u003C\u002Fa> the likes of heart rate and blood chemistries. With the rise of personal health sensors, we now have a new set of biomarkers, the so-called “\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhat-do-digital-biomarkers-mean\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">digital biomarkers\u003C\u002Fa>”. These refer to fitness and wellness data collected through digital health technologies.\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\u002F2021\u002F11\u002Ftmf_article_305-01-1-768x432.png\" alt=\"vocal biiomarker, TMF, digital health\" class=\"wp-image-36955\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F11\u002Ftmf_article_305-01-1-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F11\u002Ftmf_article_305-01-1-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F11\u002Ftmf_article_305-01-1-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F11\u002Ftmf_article_305-01-1.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>The wealth of data that they collect can provide personalised insights with the assessment of AI tools. The technology could be used to identify subtle cues in unconventional ways. For example, it could \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fvocal-biomarkers-new-opportunities-prevention\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">analyse voice patterns\u003C\u002Fa> from audio recordings to assess neurological disorders or musculoskeletal issues by analysing gait in videos. Research has been undertaken to use vocal biomarkers to identify \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-sober-state-of-artificial-intelligence-in-the-fight-against-covid-19\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">COVID-19 from cough recordings\u003C\u002Fa> and to \u003Ca href=\"https:\u002F\u002Fwww.parkinsonsvoice.org\u002Findex.php\" target=\"_blank\" rel=\"noreferrer noopener\">assess for Parkinson’s disease\u003C\u002Fa>; and in the future, AI tools could be able to assist in such diagnoses via simple apps.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>6. Revolutionising the medical research process from findings to publication\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>AI has increasingly been the subject of medical research and assisting in medical studies. For example, Google DeepMind’s AlphaFold AI has \u003Ca href=\"https:\u002F\u002Fblog.google\u002Ftechnology\u002Fai\u002Fgoogle-deepmind-isomorphic-alphafold-3-ai-model\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">assisted in the prediction of protein structures\u003C\u002Fa> which can help in drug discovery and improving treatment for diseases. The developers of the tool have even been \u003Ca href=\"https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fd41586-024-03214-7\" target=\"_blank\" rel=\"noreferrer noopener\">awarded the 2024 Chemistry Nobel Prize\u003C\u002Fa> for this scientific breakthrough.\u003C\u002Fp>\n\n\n\n\u003Cp>However, in the future, AI will not only assist in such processes but it will be actively involved in them. In the case of AlphaFold, the next steps could include drug discovery based on simulated molecular interactions developed by the AI itself. The tool would not only make the discoveries but also write the relevant academic papers. As the technology edges closer to artificial general intelligence (AGI) or \u003Ca href=\"https:\u002F\u002Fcointelegraph.com\u002Fnews\u002Fgoogle-deepmind-ceo-demis-hassabis-says-we-may-have-agi-in-the-next-few-years\" target=\"_blank\" rel=\"noreferrer noopener\">gains “human-level cognition”\u003C\u002Fa>, AI might even develop medical breakthroughs that are worthy of a Nobel Prize.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>7. Restoring abilities with brain-computer interfaces\u003C\u002Fstrong> \u003C\u002Fh2>\n\n\n\n\u003Cp>Brain-computer interface (BCI) technology has been a longstanding neurological research field where brain signals are used to interact with a piece of technology. Traditionally, BCI has been used in patients with severe motor or communication challenges to provide them \u003Ca href=\"https:\u002F\u002Fmedcitynews.com\u002F2024\u002F02\u002Fbrain-computer-interface-bci-technology-revolutionizing-healthcare-with-brain-controlled-technology\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">with simple controls\u003C\u002Fa> for routine activities such as moving a computer mouse to communicate.\u003C\u002Fp>\n\n\n\n\u003Cp>Recently, companies like \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.mobihealthnews.com\u002Fnews\u002Fneurable-healthspan-digital-expand-access-brain-computer-interface-tech\" target=\"_blank\">Neurable\u003C\u002Fa>, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.wired.com\u002Fstory\u002Fsynchron-amazon-alexa-brain-computer-interface-bci\u002F\" target=\"_blank\">Synchron\u003C\u002Fa> and \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.mobihealthnews.com\u002Fnews\u002Fneuralink-receives-approval-begin-clinical-trial-canada-brain-implant\" target=\"_blank\">Neuralink\u003C\u002Fa> have been increasing awareness of BCI implants to re-enable communication for patients with paralysis or neurodegenerative diseases. Neurable’s BCI further \u003Ca href=\"https:\u002F\u002Fwww.mobihealthnews.com\u002Fnews\u002Fneurable-healthspan-digital-expand-access-brain-computer-interface-tech\">uses AI\u003C\u002Fa> to provide predictive analytics to provide preventative and personalized health options. \u003C\u002Fp>\n\n\n\n\u003Cp>With more advanced AI technology, AI-powered BCIs could even replicate speech and control exoskeletons to restore motion in patients. In fact, a BCI developed at UC Davis Health has been able to \u003Ca href=\"https:\u002F\u002Fhealth.ucdavis.edu\u002Fnews\u002Fheadlines\u002Fnew-brain-computer-interface-allows-man-with-als-to-speak-again\u002F2024\u002F08\">translate brain signals\u003C\u002Fa> into speech with up to 97% accuracy. In France, researchers have developed \u003Ca href=\"https:\u002F\u002Fwww.theguardian.com\u002Fworld\u002F2019\u002Foct\u002F04\u002Fparalysed-man-walks-using-mind-controlled-exoskeleton\">a brain-controlled exoskeleton\u003C\u002Fa> that can help tetraplegics walk again.\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-embed aligncenter 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=\"New Brain-Computer Interface (BCI) Allows Man with ALS to 'Speak’ Again Using Brain Implant and AI\" width=\"640\" height=\"360\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FthPhBDVSxz0?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>This brings us to the end of our collection of the possible next big things that AI could bring in healthcare. As these are long-term potentials, we are not likely to see them in practice soon. But we hope that this article has provided you with a glimpse of a promising, AI-powered future of healthcare. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cem>Written by Dr. Bertalan Meskó & Dr. Pranavsingh Dhunnoo\u003C\u002Fem>\u003C\u002Fp>\n",false,{"rendered":22,"protected":20},"\u003Cp>Here, we share 7 examples of what these next milestones for AI in healthcare might look like. As these mostly represent ideal scenarios and aspirations, there are no current examples but hints of what we can expect.\u003C\u002Fp>\n",16,39341,"closed",true,"","standard",{"_acf_changed":20,"footnotes":27},[31,32,33],7079,504,521,[],[],[],[38,39,40,41,42,43,44,45,46],1835,2317,3597,1571,1681,1683,1719,1721,1833,[48,14,49,50,51,52,53,54,55,56],"post-58315","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tmf","category-artificial-intelligence","category-future-medicine",{"id":24,"alt_text":58,"caption":27,"description":27,"media_type":59,"media_details":60,"post":88,"source_url":89},"A.I. algorithms","image",{"width":61,"height":62,"file":63,"sizes":64,"image_meta":86},1920,1080,"2022\u002F02\u002FTop-AI-companies.png",{"medium":65,"large":71,"thumbnail":76,"medium_large":80,"1536x1536":81},{"file":66,"width":67,"height":68,"mime-type":69,"source_url":70},"Top-AI-companies-370x208.png","370","208","image\u002Fpng","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F02\u002FTop-AI-companies-370x208.png",{"file":72,"width":73,"height":74,"mime-type":69,"source_url":75},"Top-AI-companies-768x432.png","768","432","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F02\u002FTop-AI-companies-768x432.png",{"file":77,"width":78,"height":78,"mime-type":69,"source_url":79},"Top-AI-companies-150x150.png","150","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F02\u002FTop-AI-companies-150x150.png",{"file":72,"width":73,"height":74,"mime-type":69,"source_url":75},{"file":82,"width":83,"height":84,"mime-type":69,"source_url":85},"Top-AI-companies-1536x864.png","1536","864","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F02\u002FTop-AI-companies-1536x864.png",{"aperture":87,"credit":27,"camera":27,"caption":27,"created_timestamp":87,"copyright":27,"focal_length":87,"iso":87,"shutter_speed":87,"title":27,"orientation":87},"0",null,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F02\u002FTop-AI-companies.png",{"subtitle":27,"key_takeaways":91,"cta_type":27,"cta_color":27,"related_books":20,"related_posts_footer":20,"related_posts":20},[92,94],{"title":93},"\u003Cp>As we progress across levels of automation, AI technology will be able to handle more complex tasks with less human input, even in the healthcare sector.\u003C\u002Fp>\n",{"title":95},"\u003Cp>In this article, we share 7 examples of the next milestones that AI could bring to healthcare.\u003C\u002Fp>\n",{"yoast_wpseo_title":97,"yoast_wpseo_metadesc":27,"yoast_wpseo_canonical":15},"7 Promising Examples AI Could Do In Healthcare In The Future - 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