[{"data":1,"prerenderedAt":387},["ShallowReactive",2],{"slug-the-ultimate-tier-list-of-digital-health-technologies":3},{"post":4,"relatedPosts":170,"relatedBooks":290},{"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":36,"contact_email_category":39,"yst_prominent_words":40,"class_list":49,"better_featured_image":62,"acf":104,"yoast_meta":114,"_links":117},51555,"2023-07-06T10:00:00","2023-07-06T08:00:00",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=51555&_wpnonce=1ecf55c219&status=auto-draft&type=post","2023-07-05T19:22:05","2023-07-05T17:22:05","the-ultimate-tier-list-of-digital-health-technologies","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002Fthe-ultimate-tier-list-of-digital-health-technologies",{"rendered":17},"The Ultimate Tier List Of Digital Health Technologies",{"rendered":19,"protected":20},"\n\u003Cp>I don’t know about you, but I’m a great fan of tier lists – should they be about the nutritional value of vegetables or the relative strength of Terraforming Mars Preludes. So I was more than happy we decided to create the tier list of digital health devices. The Medical Futurist evaluated 23 digital health technologies and places them in their respective tiers. You can watch the video\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=0o_03o9eUfw\" target=\"_blank\"> on our YouTube channel\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Cp>Based on the video, here is a sneak peek at how to categorize digital health devices – or rather technologies. Let’s see how practical is the given device\u002Ftechnology for the measurement of a given health parameter or vital sign.\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=\"Tier List of Digital Health Devices - The Medical Futurist\" width=\"640\" height=\"360\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002F0o_03o9eUfw?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>So it’s important that we are not declaring whether X manufacturer’s smartwatch is better than Y’s. While I’m sure that would also be quite a popular idea, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhat-to-check-before-buying-a-smartwatch\" target=\"_blank\">usefulness is so subjective\u003C\u002Fa> that you need to do your own research to find your own best device. \u003C\u002Fp>\n\n\n\n\u003Cp>On the other hand, you can be somewhat objective and decide whether X method is practical or not for Y purpose. \u003C\u002Fp>\n\n\n\n\u003Cp>Dr. Mesko used the following categories in the video, so let’s stick with these:\u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>S Superb\u003C\u002Fli>\n\n\n\n\u003Cli>A Great\u003C\u002Fli>\n\n\n\n\u003Cli>B Fine\u003C\u002Fli>\n\n\n\n\u003Cli>C Meh\u003C\u002Fli>\n\n\n\n\u003Cli>D Bad\u003C\u002Fli>\n\n\n\n\u003Cli>E Never again\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cp>Here we go! Below you will find the full list and an example from each tier explaining why the given device was placed in the respective category.  \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">The tier list \u003C\u002Fh2>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002F2023-07-05-3.png\" alt=\"Tier list of digital health technologies\" class=\"wp-image-51635\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002F2023-07-05-3.png 1920w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002F2023-07-05-3-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002F2023-07-05-3-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002F2023-07-05-3-1536x864.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">S tier \u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fa-24-hour-skin-patch-that-monitors-blood-pressure-the-biobeat-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">PPG blood pressure patches\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwithings-scanwatch-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Continuous heart rate monitoring via smartwatches\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>Smart sleep alarm\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=4kUSA5zZYIQ\" target=\"_blank\" rel=\"noreferrer noopener\">ECG in hand\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fan-ophthalmologist-in-your-kitchen-the-eyeque-insight-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">At-home vision test\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">A tier \u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwithings-viatom-joint-review-2021\u002F\">Blood pressure measurement on the upper arm\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhen-the-best-you-can-get-is-zero-the-bactrack-mobile-breathalyzer-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Blood alcohol check at home\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>Fitness tracking\u003C\u002Fli>\n\n\n\n\u003Cli>ECG on a smartwatch\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=M8jehunWxcY\" target=\"_blank\" rel=\"noreferrer noopener\">Comfortable continuous ECG monitoring on the chest\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fsmartphone-video-otoscope-to-the-rescue-the-hearscope-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Smart otoscope for home use\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=6MwZ4fnQphk\" target=\"_blank\" rel=\"noreferrer noopener\">Smart peak flow meter for asthma patients\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\"> B tier \u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fmocacare-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Blood pressure measurement on the wrist\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fslow-eating-for-balanced-weight-management-the-hapifork-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Smart utensil\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fwww.withings.com\u002Fbe\u002Fen\u002Fsleep-analyzer\" target=\"_blank\" rel=\"noreferrer noopener\">Sleep quality under the mattress\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=4DLIOH83S1Y\" target=\"_blank\">Wearable 4\u002F7 glucose sensors\u003C\u002Fa> \u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">C tier\u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>Body thermometer\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwe-used-3-devices-for-meditation-heres-what-we-found\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">EEG headband\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=YCaI26Li6BM\" target=\"_blank\">Listening to heart and lung sounds\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">D tier\u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>Oxygen saturation\u003C\u002Fli>\n\n\n\n\u003Cli>Galvanic skin response\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">E tier\u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fomron-heartguide-blood-pressure-smartwatch-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Blood pressure measurement on a smartwatch\u003C\u002Fa>\u003C\u002Fli>\n\n\n\n\u003Cli>\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fsweet-dreams-in-a-headband-the-philips-smartsleep-review\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">Sleep headband\u003C\u002Fa>\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Let’s see a few examples from the list\u003C\u002Fh2>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fa-24-hour-skin-patch-that-monitors-blood-pressure-the-biobeat-review\u002F\" target=\"_blank\">Blood pressure measurement on chest\u003C\u002Fa> – S tier\u003C\u002Fh3>\n\n\n\n\u003Cp>We have long been waiting for a 24-hour bp measurement that is so comfortable that it goes unnoticed. The BioBeat was the first-of-a-kind experience in this sense, no bulky box, no pumping of cuffs, no annoying beeps – indeed a game-changer.\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\u002F06\u002Ftmf_article_373-768x432.png\" alt=\"\" class=\"wp-image-51515\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_373-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_373-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_373-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_373-2048x1152.png 2048w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_373.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhen-the-best-you-can-get-is-zero-the-bactrack-mobile-breathalyzer-review\u002F\" target=\"_blank\">Blood alcohol checking at home\u003C\u002Fa> – A tier\u003C\u002Fh3>\n\n\n\n\u003Cp>Not your typical digital health device, but a highly useful one, especially if your country has low or zero tolerance for driving. Checking blood alcohol levels was once the privilege of cops and medical labs, but these days we all can do that – and this could be great after a dinner party. \u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.withings.com\u002Fbe\u002Fen\u002Fsleep-analyzer\" target=\"_blank\">Sleep quality sensor under the mattress\u003C\u002Fa> – B tier\u003C\u002Fh3>\n\n\n\n\u003Cp>Some 10 years ago these sensors were your only chance to gather insights about sleep quality. These days most of these sensors work in tandem with your phone and\u002For smartwatch and thus provide you with more detailed data. However, if you only had the chance to keep one of your devices, and had to choose between the under-mattress sensor and your smartwatch…  \u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">\u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=YCaI26Li6BM\" target=\"_blank\" rel=\"noreferrer noopener\">Listening to heart and lung sounds\u003C\u002Fa> – C tier\u003C\u002Fh3>\n\n\n\n\u003Cp>Now, this is an interesting one. Many smart stethoscopes are S-tier medical devices, they come with ECG, they offer AI support in data analysis and so on. But these are designed for medical professionals. Meanwhile, heart and lung sounds are health parameters that could – and probably should – be measured with digital health devices, and there could be user-friendly ways to offer these features. However, we are not there yet, and from the digital health device angle, this is not yet solved.\u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">Digital health device for measuring oxygen saturation – D tier\u003C\u002Fh3>\n\n\n\n\u003Cp>We have had devices measuring saturation for decades, and they work well. They became so widespread that you can often find these gadgets at home, they are not for hospital use anymore. On top of this, saturation measurement already finds its way into our already existing wearables, into smartwatches, and fitness trackers. Thus dedicating a standalone digital health device to sharing data about your oxygen saturation seems pointless.\u003C\u002Fp>\n\n\n\n\u003Ch3 class=\"wp-block-heading\">\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fsweet-dreams-in-a-headband-the-philips-smartsleep-review\u002F\" target=\"_blank\">Sleep headband \u003C\u002Fa>– E Tier \u003C\u002Fh3>\n\n\n\n\u003Cp>Ugly, uncomfortable, and has a green light that keeps your spouse awake – but at least it provided extremely joyful moments to Iza, Dr. Mesko’s wife. This is a never-again device. \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">What’s the point of tier lists?\u003C\u002Fh2>\n\n\n\n\u003Cp>Creating these lists might not change the world, but it has its benefits. Overviewing these segments from a structured point of view might not only help us, users but also developers to find grips on delivering practical methods for health measurements. Which, in turn, can assist us both in \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fcan-your-smartwatch-send-you-to-the-hospital\" target=\"_blank\" rel=\"noreferrer noopener\">everyday health management\u003C\u002Fa> and \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fhere-is-how-digital-health-devices-helped-me-recover-from-a-serious-infection\" target=\"_blank\">rare health crisis situations\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Cp>Early digital health devices were often examples of the “just because we can” attitude, which is, of course, trivial in an industry just inventing brand-new technologies.  As methods and technologies mature, ideally, devices start to become more refined, reflecting on user feedback.   \u003C\u002Fp>\n",false,{"rendered":22,"protected":20},"\u003Cp>Dr Mesko ranked 24 digital health technologies to create the ultimate tier list of digital health devices \u003C\u002Fp>\n",6,51581,"closed",true,"","standard",{"_acf_changed":20,"footnotes":27},[31,32],7079,496,[34,35],7843,207,[37,38],950,951,[],[41,42,43,44,45,46,47,48],6001,1571,1617,1681,1905,3333,4653,5997,[50,14,51,52,53,54,55,56,57,58,59,60,61],"post-51555","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tmf","category-health-sensors-trackers","tag-tier-list-of-digital-health","tag-digital-health","project_category-medical-professionals","project_category-patients",{"id":24,"alt_text":27,"caption":27,"description":27,"media_type":63,"media_details":64,"post":5,"source_url":103},"image",{"width":65,"height":66,"file":67,"filesize":68,"sizes":69,"image_meta":101},1920,1080,"2023\u002F07\u002Ftmf_article_376.png",50404,{"medium":70,"large":77,"thumbnail":83,"medium_large":88,"1536x1536":89,"2048x2048":95},{"file":71,"width":72,"height":73,"mime-type":74,"filesize":75,"source_url":76},"tmf_article_376-370x208.png","370","208","image\u002Fpng","22754","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_376-370x208.png",{"file":78,"width":79,"height":80,"mime-type":74,"filesize":81,"source_url":82},"tmf_article_376-768x432.png","768","432","55135","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_376-768x432.png",{"file":84,"width":85,"height":85,"mime-type":74,"filesize":86,"source_url":87},"tmf_article_376-150x150.png","150","8171","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_376-150x150.png",{"file":78,"width":79,"height":80,"mime-type":74,"filesize":81,"source_url":82},{"file":90,"width":91,"height":92,"mime-type":74,"filesize":93,"source_url":94},"tmf_article_376-1536x864.png","1536","864","129336","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_376-1536x864.png",{"file":96,"width":97,"height":98,"mime-type":74,"filesize":99,"source_url":100},"tmf_article_376-2048x1152.png","2048","1152","184289","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_376-2048x1152.png",{"aperture":102,"credit":27,"camera":27,"caption":27,"created_timestamp":102,"copyright":27,"focal_length":102,"iso":102,"shutter_speed":102,"title":27,"orientation":102},"0","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_376.png",{"cta_type":105,"cta_color":27,"related_books":106,"related_posts_footer":110,"related_posts":20,"subtitle":27,"key_takeaways":20},"subscribe",[107,108,109],37033,31417,24759,[111,112,113],51353,51443,51273,{"yoast_wpseo_title":115,"yoast_wpseo_metadesc":116,"yoast_wpseo_canonical":15},"The Ultimate Tier List Of Digital Health Technologies - The Medical Futurist","Dr Mesko ranked 24 digital health technologies to create the ultimate tier list of digital health devices - here they are from superb to never again",{"self":118,"collection":124,"about":127,"author":130,"replies":133,"version-history":136,"predecessor-version":140,"wp:featuredmedia":144,"wp:attachment":147,"wp:term":150,"curies":166},[119],{"href":120,"targetHints":121},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51555",{"allow":122},[123],"GET",[125],{"href":126},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts",[128],{"href":129},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fpost",[131],{"embeddable":26,"href":132},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F6",[134],{"embeddable":26,"href":135},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=51555",[137],{"count":138,"href":139},11,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51555\u002Frevisions",[141],{"id":142,"href":143},51649,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51555\u002Frevisions\u002F51649",[145],{"embeddable":26,"href":146},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F51581",[148],{"href":149},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=51555",[151,154,157,160,163],{"taxonomy":152,"embeddable":26,"href":153},"category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=51555",{"taxonomy":155,"embeddable":26,"href":156},"post_tag","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=51555",{"taxonomy":158,"embeddable":26,"href":159},"project_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=51555",{"taxonomy":161,"embeddable":26,"href":162},"contact_email_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=51555",{"taxonomy":164,"embeddable":26,"href":165},"yst_prominent_words","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=51555",[167],{"name":168,"href":169,"templated":26},"wp","https:\u002F\u002Fapi.w.org\u002F{rel}",[171],{"id":113,"date":172,"date_gmt":173,"guid":174,"modified":176,"modified_gmt":177,"slug":178,"status":13,"type":14,"link":179,"title":180,"content":182,"excerpt":184,"author":23,"featured_media":186,"comment_status":25,"ping_status":25,"sticky":26,"template":27,"format":28,"meta":187,"categories":188,"tags":190,"project_category":201,"contact_email_category":203,"yst_prominent_words":204,"class_list":205,"better_featured_image":219,"acf":236,"yoast_meta":245,"_links":248},"2023-06-15T10:00:00","2023-06-15T08:00:00",{"rendered":175},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=51273&_wpnonce=54cde71949&status=auto-draft&type=post","2023-06-16T14:00:31","2023-06-16T12:00:31","analysis-of-over-10000-healthcare-ai-patents-highlights-future-trends-our-new-study","https:\u002F\u002Fmedicalfuturist.com\u002Fanalysis-of-over-10000-healthcare-ai-patents-highlights-future-trends-our-new-study",{"rendered":181},"Analysis Of Over 10,000 Healthcare AI Patents Highlights Future Trends: Our New Study",{"rendered":183,"protected":20},"\n\u003Cp>We are thrilled to announce the recent publication of our new study, \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fai.jmir.org\u002F2023\u002F1\u002Fe47283\" target=\"_blank\">Forecasting Artificial Intelligence Trends in Health Care: Systematic International Patent Analysis\u003C\u002Fa> in the Journal of Medical Internet Research AI (JMIR AI). Our study takes an interesting deep dive into healthcare AI patents from the last decade, analysing over 10,000 of them from 2012 to 2022. Through this exploration, we shed light on the growth trends, the direction AI innovation is heading in different medical specialties, and the potential future implications of AI and Machine Learning (ML) in healthcare.\u003C\u002Fp>\n\n\n\n\u003Cp>Our journey into the world of healthcare AI innovation and regulation started in 2019-2020 with a fair amount of research resulting in \u003Ca href=\"https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fs41746-020-00324-0\" target=\"_blank\" rel=\"noreferrer noopener\">this study published in Nature digital medicine\u003C\u002Fa>. A fascinating starting point for that venture was that although the FDA had been approving AI-based devices for years, they hadn’t initially distinguished them as a unique category. We decided to sift through these approvals and identify those that were AI-based. This resulted in the creation of an open-access database, which we shared with the FDA. Imagine our delight when, a year later, the \u003Ca href=\"https:\u002F\u002Fwww.fda.gov\u002Fmedical-devices\u002Fsoftware-medical-device-samd\u002Fartificial-intelligence-and-machine-learning-aiml-enabled-medical-devices\">FDA published their own database\u003C\u002Fa> and cited us as a source!\u003C\u002Fp>\n\n\n\n\u003Cp>To illustrate this work, we also created an infographic, “The Current State of FDA-Approved, AI-Based Medical Devices,” which, to our immense pleasure, has been downloaded millions of times and has been updated regularly since then. Here is its latest iteration:\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"1436\" height=\"1080\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-5.png\" alt=\"\" class=\"wp-image-51277\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-5.png 1436w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-5-768x578.png 768w\" sizes=\"auto, (max-width: 1436px) 100vw, 1436px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">The \u003Ca href=\"http:\u002F\u002Fwww.medicalfuturist.com\u002Fpatents)\" target=\"_blank\" rel=\"noreferrer noopener\">new database\u003C\u002Fa> \u003C\u002Fh2>\n\n\n\n\u003Cp>But our curiosity didn’t stop there! \u003Ca href=\"https:\u002F\u002Fai.jmir.org\u002F2023\u002F1\u002Fe47283\" target=\"_blank\" rel=\"noreferrer noopener\">Our latest study\u003C\u002Fa> ventured even further, focusing primarily on AI-based healthcare patents. As sadly there is no unified global patent database, we worked with data from the 5 most active patent offices. We identified more than 10,000 such patents over the past 10 years.\u003C\u002Fp>\n\n\n\n\u003Cp>This undertaking was not just academic but also strategic, providing regulators with a clearer picture of the landscape they need to manage and the upcoming technologies they will need to regulate.\u003C\u002Fp>\n\n\n\n\u003Cp>Our research was using the Espacenet database, which includes patents from the China National Intellectual Property Administration, European Patent Office, Japan Patent Office, Korean Intellectual Property Office, and the United States Patent and Trademark Office.\u003C\u002Fp>\n\n\n\n\u003Cp>Our findings were intriguing. We identified a total of 10,967 patents, \u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>with an overwhelming 66.9% (7,332 patents) originating from the China National Intellectual Property Administration\u003C\u002Fli>\n\n\n\n\u003Cli>the United States Patent and Trademark Office contributed 25.2% (2,768 patents),\u003C\u002Fli>\n\n\n\n\u003Cli>the Korean Intellectual Property Office 4.7% (513 patents), \u003C\u002Fli>\n\n\n\n\u003Cli>the European Patent Office 1.7% (191 patents), \u003C\u002Fli>\n\n\n\n\u003Cli>and the Japan Patent Office 1.5% (163 patents)\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"656\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-4.png\" alt=\"\" class=\"wp-image-51275\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-4.png 1200w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-4-768x420.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>From 2015 until 2021, the number of published patents experienced an impressive doubling year on year. Five international companies played a substantial role in this surge: \u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>Ping An Medical and Healthcare Management Co Ltd led the pack with 568 (5.2%) patents, \u003C\u002Fli>\n\n\n\n\u003Cli>followed by Siemens Healthineers with 273 (2.5%) patents, \u003C\u002Fli>\n\n\n\n\u003Cli>IBM Corp with 226 (2.1%) patents, \u003C\u002Fli>\n\n\n\n\u003Cli>Philips Healthcare with 150 (1.4%) patents, and \u003C\u002Fli>\n\n\n\n\u003Cli>Shanghai United Imaging Healthcare Co Ltd with 144 (1.3%) patents.\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">It is possible to predict which areas will need regulatory focus\u003C\u002Fh2>\n\n\n\n\u003Cp>We can draw several conclusions from this data. First,\u003Cstrong> it is possible to predict which areas will need regulatory focus\u003C\u002Fstrong>, as patents are followed by market-ready products\u002Fdevices with a predictable delay. Radiology, coupled with Oncology and Ophthalmology, stood out with a significant number of patents, so these areas will see the largest number of new technologies in clinical practice in a few years.\u003C\u002Fp>\n\n\n\n\u003Cp>Second, it is obvious that\u003Cstrong> China is at the forefront of innovation\u003C\u002Fstrong>, it is worth keeping an eye on them. \u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"714\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-6.png\" alt=\"AI patents in healthcare\" class=\"wp-image-51279\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-6.png 1200w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Fimage-6-768x457.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>In our ongoing commitment to making information accessible, we’ve developed an \u003Ca href=\"http:\u002F\u002Fwww.medicalfuturist.com\u002Fpatents\" target=\"_blank\" rel=\"noreferrer noopener\">open-access database of these patents\u003C\u002Fa>. This database allows anyone to freely search and delve into the wealth of information about AI patents in healthcare. \u003C\u002Fp>\n\n\n\n\u003Cp>Hopefully, this database will empower policy makers worldwide to better predict healthcare trends in AI and to see which medical specialties will need more detailed regulations around this breakthrough technology.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Join the discussion\u003C\u002Fh2>\n\n\n\n\u003Ciframe loading=\"lazy\" src=\"https:\u002F\u002Fwww.linkedin.com\u002Fembed\u002Ffeed\u002Fupdate\u002Furn:li:share:7075073197464764416\" height=\"898\" width=\"404\" frameborder=\"0\" allowfullscreen=\"\" title=\"Embedded post\">\u003C\u002Fiframe>\n",{"rendered":185,"protected":20},"\u003Cp>By analysing more than 10,000 AI patents, it is possible to predict which specialties will see the largest number of new technologies and will need new regulations.\u003C\u002Fp>\n",51343,{"_acf_changed":20,"footnotes":27},[189],504,[191,192,193,194,195,196,197,35,198,199,200],671,7671,7673,134,7829,144,7831,246,271,289,[202],952,[],[],[206,14,51,52,53,54,55,207,208,209,210,211,212,213,214,59,215,216,217,218],"post-51273","category-artificial-intelligence","tag-machine-learning","tag-ai-in-healthcare","tag-ai-in-medicine","tag-ai","tag-ai-patents","tag-artificial-intelligence","tag-patent-analysis","tag-future","tag-health","tag-innovation","project_category-policy-makers",{"id":186,"alt_text":27,"caption":27,"description":27,"media_type":63,"media_details":220,"post":113,"source_url":235},{"width":221,"height":222,"file":223,"filesize":224,"sizes":225,"image_meta":234},720,405,"2023\u002F06\u002Ftmf_article_370_720.png",90990,{"medium":226,"thumbnail":230},{"file":227,"width":72,"height":73,"mime-type":74,"filesize":228,"source_url":229},"tmf_article_370_720-370x208.png","91280","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_370_720-370x208.png",{"file":231,"width":85,"height":85,"mime-type":74,"filesize":232,"source_url":233},"tmf_article_370_720-150x150.png","28313","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_370_720-150x150.png",{"aperture":102,"credit":27,"camera":27,"caption":27,"created_timestamp":102,"copyright":27,"focal_length":102,"iso":102,"shutter_speed":102,"title":27,"orientation":102},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F06\u002Ftmf_article_370_720.png",{"cta_type":105,"cta_color":27,"related_books":237,"related_posts_footer":241,"related_posts":20,"subtitle":27,"key_takeaways":20},[238,239,240],47427,34151,30419,[242,243,244],51165,51051,51061,{"yoast_wpseo_title":246,"yoast_wpseo_metadesc":247,"yoast_wpseo_canonical":179},"Analysis Of 10,000+ Healthcare AI Patents Highlights Future Trends, Study","By analysing AI patents, it is possible to predict which healthcare areas will see the largest number of new technologies and will need new regulations.",{"self":249,"collection":254,"about":256,"author":258,"replies":260,"version-history":263,"predecessor-version":267,"wp:featuredmedia":271,"wp:attachment":274,"wp:term":277,"curies":288},[250],{"href":251,"targetHints":252},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51273",{"allow":253},[123],[255],{"href":126},[257],{"href":129},[259],{"embeddable":26,"href":132},[261],{"embeddable":26,"href":262},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=51273",[264],{"count":265,"href":266},9,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51273\u002Frevisions",[268],{"id":269,"href":270},51391,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51273\u002Frevisions\u002F51391",[272],{"embeddable":26,"href":273},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F51343",[275],{"href":276},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=51273",[278,280,282,284,286],{"taxonomy":152,"embeddable":26,"href":279},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=51273",{"taxonomy":155,"embeddable":26,"href":281},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=51273",{"taxonomy":158,"embeddable":26,"href":283},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=51273",{"taxonomy":161,"embeddable":26,"href":285},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=51273",{"taxonomy":164,"embeddable":26,"href":287},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=51273",[289],{"name":168,"href":169,"templated":26},[291],{"id":109,"date":292,"date_gmt":293,"guid":294,"modified":296,"modified_gmt":297,"slug":298,"status":13,"type":299,"link":300,"title":301,"content":303,"excerpt":305,"author":307,"featured_media":308,"comment_status":25,"ping_status":25,"template":27,"yst_prominent_words":309,"class_list":311,"better_featured_image":314,"acf":332,"yoast_meta":356,"_links":358},"2019-09-06T21:56:27","2019-09-06T19:56:27",{"rendered":295},"https:\u002F\u002Fapi.medicalfuturist.com\u002F?post_type=book&p=24759","2023-03-12T18:06:35","2023-03-12T17:06:35","the-technological-future-of-medical-specialties","book","https:\u002F\u002Fapi.medicalfuturist.com\u002Fbooks\u002Fthe-technological-future-of-medical-specialties\u002F",{"rendered":302},"The Technological Future of Medical Specialties",{"rendered":304,"protected":20},"\n\u003Cp>In this e-book we specify in detail how the appearance of artificial intelligence, sensors, wearables, VR\u002FAR or robots affect each medical specialty in order to be able to discern what skills physicians will need in the future. 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