[{"data":1,"prerenderedAt":396},["ShallowReactive",2],{"slug-how-to-predict-the-future-of-healthcare-method-2-futures-wheel":3},{"post":4,"relatedPosts":168,"relatedBooks":298},{"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":32,"project_category":33,"contact_email_category":37,"yst_prominent_words":38,"class_list":41,"better_featured_image":52,"acf":96,"yoast_meta":113,"_links":115},56489,"2024-06-13T09:30:00","2024-06-13T07:30:00",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=56489&_wpnonce=3cd5663392&status=auto-draft&type=post","2024-06-13T11:43:34","2024-06-13T09:43:34","how-to-predict-the-future-of-healthcare-method-2-futures-wheel","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002Fhow-to-predict-the-future-of-healthcare-method-2-futures-wheel",{"rendered":17},"How To Predict The Future Of Healthcare: Method #2 – Futures Wheel",{"rendered":19,"protected":20},"\n\u003Cp>Welcome back to our series on “How to Predict the Future of Healthcare.” In our first installment, \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fhow-to-predict-the-future-of-healthcare-method-1-forecasting\">we discussed forecasting\u003C\u002Fa> as a fundamental futures method. Today, we’re shifting gears to explore a tool designed to map out the ripple effects of change: the Futures Wheel. If forecasting helps us answer “what” might happen, the Futures Wheel helps us understand “so what?” – the cascading consequences and opportunities that a single event or trend can set in motion.\u003C\u002Fp>\n\n\n\n\u003Cp>While Futures Wheel may sound like a fairground attraction, it is perhaps the simplest method to engage people in thinking about the future in a way that generates a useful, ideally, actionable output.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Why would you need a Futures Wheel? \u003C\u002Fh2>\n\n\n\n\u003Cp>The method’s strength lies in its flexibility. Look at these diverse examples:\u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>introduction of 5G technology in healthcare\u003C\u002Fli>\n\n\n\n\u003Cli>mass production of lab-grown organs\u003C\u002Fli>\n\n\n\n\u003Cli>deployment of AI chatbots for mental health support\u003C\u002Fli>\n\n\n\n\u003Cli>the impact of universal basic income on healthcare\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cp>\u003Cstrong>While seemingly disparate, each can be the starting point for a Futures Wheel. Whether it’s a technological breakthrough, a policy change, or the discovery of a new health-related technology, any trend, event, or milestone can start the process.\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"6667\" height=\"3750\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-v3.png\" alt=\"\" class=\"wp-image-56491\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-v3.png 6667w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-v3-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-v3-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-v3-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-v3-2048x1152.png 2048w\" sizes=\"auto, (max-width: 6667px) 100vw, 6667px\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">To work with this simple template, right-click the image and download it. We’ll also provide a more customizable version at the end of the article.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\n\n\n\u003Cp>This method is great for analyzing the impact of technological advancements, understanding the consequences of policy shifts, or future implications of a financial or cultural change for a healthcare company. From subtle shifts to major trends, the Futures Wheel is a uniquely flexible tool for having a better understanding of the future.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">How to build a Futures Wheel\u003C\u002Fh2>\n\n\n\n\u003Cp>The Futures Wheel process begins by establishing a well-defined central point, which can be an event, trend, or milestone—practically anything significant in your area of study. The purpose of the Futures Wheel is to understand the cascading effects of this central point. \u003C\u002Fp>\n\n\n\n\u003Cp>For example, let’s start thinking about “\u003Cem>\u003Cstrong>Full genome sequencing for the price of a blood test\u003C\u002Fstrong>\u003C\u002Fem>” – as our starting point. \u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>Once we have our well-defined starting question, we start the work by identifying the \u003Cstrong>primary consequences\u003C\u002Fstrong> – the direct, immediate outcomes that are most likely to occur. These form the first ring around the central point. As you see on our chart, there are many effects, but we pick one here as an example:\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Cem>\u003Cstrong>New laws are needed to protect patients’ privacy\u003C\u002Fstrong>\u003C\u002Fem>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\n\n\n\u003Cli>Once the primary consequences are established, we move outward to the \u003Cstrong>secondary consequences\u003C\u002Fstrong>. These are the outcomes that result from the primary consequences, creating a second ring around the wheel. If we think further from our primary, “new laws are needed” example, we find a next-level effect:\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Cem>\u003Cstrong>Bioethicists need to be involved in law-making\u003C\u002Fstrong>\u003C\u002Fem>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\n\n\n\u003Cli>In some cases, it’s beneficial to go even further and explore \u003Cstrong>tertiary consequences\u003C\u002Fstrong>, the outcomes stemming from the secondary consequences. However, even a Futures Wheel with primary and secondary consequences can provide valuable insights. Sticking to our example, a potential tertiary effect can be\n\u003Cul class=\"wp-block-list\">\n\u003Cli>\u003Cem>\u003Cstrong>Increased need to train bioethicists at universities\u003C\u002Fstrong>\u003C\u002Fem>\u003C\u002Fli>\n\u003C\u002Ful>\n\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-2-scaled.jpg\" alt=\"\" class=\"wp-image-56495\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-2-scaled.jpg 2560w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-2-370x208.jpg 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-2-768x432.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-2-1536x864.jpg 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-2-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">Here is our “Full genome sequencing for the price of a blood test” future wheel with the primary and secondary consequences\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Break it up into smaller chunks!\u003C\u002Fh2>\n\n\n\n\u003Cp>As it’s generally easier to think about specific questions like ‘What are the immediate technological consequences of X?’ rather than considering ‘What are the primary consequences of X?’ – it is a good practice to initially divide the future effects into sections, like legal, professional, policy-related, or technological. This helps in guiding the discussion and makes the end product more visually compelling. \u003C\u002Fp>\n\n\n\n\u003Cp>This specificity helps in focusing the discussion and making the thought process more manageable.\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-full\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-01-scaled.jpg\" alt=\"\" class=\"wp-image-56497\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-01-scaled.jpg 2560w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-01-370x208.jpg 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-01-768x432.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-01-1536x864.jpg 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002FFutures-Wheel-01-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">Sectioning the wheel helps focused thinking\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\n\n\n\u003Cp>Another application of the Futures Wheel method is creating wheels for both the past and the future. For the past, a Futures Wheel helps us trace back and understand how specific events, trends, or decisions led to the present state, identifying patterns and lessons from past experiences. \u003C\u002Fp>\n\n\n\n\u003Cp>For the “Future Futures Wheel”, it allows us to map out possible outcomes and their impacts, aiding in proactive planning and decision-making. While this is obviously an advanced-level use of the method, it shows how many possibilities there are in drawing circles about our present situation. \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">We have multiple futures and can work on the best one\u003C\u002Fh2>\n\n\n\n\u003Cp>We hope this overview made the Futures Wheel method accessible to everyone. We love this technique, as it requires no prior training; anyone can begin using it at any time, and it will benefit individuals or teams by fostering structured thinking.\u003C\u002Fp>\n\n\n\n\u003Cp>Our graphic designer created \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fdocs.google.com\u002Fpresentation\u002Fd\u002F1aJR1gbjnArgKpHNy2PXlYq4uEZhZ_5wIiU1sadcKq1M\u002Fedit#slide=id.p\" target=\"_blank\">editable Futures wheel templates\u003C\u002Fa> on Google Slides, you can start working with it. You can freely resize the boxes, remove them, or add new ones to suit your needs. Feel free to create your own wheels!  \u003C\u002Fp>\n\n\n\n\u003Cp>Remember, the future is not set in stone. We are not merely waiting for a predetermined future to just happen to us. Instead, we face multiple possible futures, shaped by our choices and actions. By defining a preferred outcome, we work on our ability to reverse-engineer the process leading there, enabling us to make decisions today that steer toward our “best” future.\u003C\u002Fp>\n",false,{"rendered":22,"protected":20},"\u003Cp>The Futures Wheel helps us understand the cascading consequences and opportunities. This is the easiest way to start thinking about the future in a productive manner.\u003C\u002Fp>\n",6,56493,"closed",true,"","standard",{"_acf_changed":20,"footnotes":27},[31],7079,[],[34,35,36],950,952,953,[],[39,40],1721,4545,[42,14,43,44,45,46,47,48,49,50,51],"post-56489","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tmf","project_category-medical-professionals","project_category-policy-makers","project_category-researchers",{"id":24,"alt_text":53,"caption":27,"description":27,"media_type":54,"media_details":55,"post":5,"source_url":95},"Futures wheel, futures methods","image",{"width":56,"height":57,"file":58,"filesize":59,"sizes":60,"image_meta":92},6667,3750,"2024\u002F06\u002Ftmf_article_419.png",974332,{"medium":61,"large":68,"thumbnail":74,"medium_large":79,"1536x1536":80,"2048x2048":86},{"file":62,"width":63,"height":64,"mime-type":65,"filesize":66,"source_url":67},"tmf_article_419-370x208.png",370,208,"image\u002Fpng",36373,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-370x208.png",{"file":69,"width":70,"height":71,"mime-type":65,"filesize":72,"source_url":73},"tmf_article_419-768x432.png",768,432,86775,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-768x432.png",{"file":75,"width":76,"height":76,"mime-type":65,"filesize":77,"source_url":78},"tmf_article_419-150x150.png",150,13947,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-150x150.png",{"file":69,"width":70,"height":71,"mime-type":65,"filesize":72,"source_url":73},{"file":81,"width":82,"height":83,"mime-type":65,"filesize":84,"source_url":85},"tmf_article_419-1536x864.png",1536,864,199586,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-1536x864.png",{"file":87,"width":88,"height":89,"mime-type":65,"filesize":90,"source_url":91},"tmf_article_419-2048x1152.png",2048,1152,282958,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419-2048x1152.png",{"aperture":93,"credit":27,"camera":27,"caption":27,"created_timestamp":93,"copyright":27,"focal_length":93,"iso":93,"shutter_speed":93,"title":27,"orientation":93,"keywords":94},"0",[],"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F06\u002Ftmf_article_419.png",{"cta_type":97,"cta_color":27,"related_posts_footer":98,"related_posts":20,"related_books":102,"subtitle":27,"key_takeaways":106},"subscribe",[99,100,101],56419,56371,56253,[103,104,105],24762,24761,24764,[107,109,111],{"title":108},"\u003Cp>\u003Cspan style=\"font-weight: 400;\">The Futures Wheel is a simple yet powerful tool for visualizing the cascading consequences of an event, trend, or milestone in healthcare\u003C\u002Fspan>\u003C\u002Fp>\n",{"title":110},"\u003Cp>\u003Cspan style=\"font-weight: 400;\">This method is flexible and can be used to analyze the impacts of technological advancements, policy changes, and other significant developments\u003C\u002Fspan>\u003C\u002Fp>\n",{"title":112},"\u003Cp>\u003Cspan style=\"font-weight: 400;\">It empowers individuals and teams to shape preferred outcomes\u003C\u002Fspan>\u003C\u002Fp>\n",{"yoast_wpseo_title":17,"yoast_wpseo_metadesc":114,"yoast_wpseo_canonical":15},"If forecasting helps us answer \"what\" might happen, the Futures Wheel helps us understand \"so what?\" – the cascading consequences and opportunities.",{"self":116,"collection":122,"about":125,"author":128,"replies":131,"version-history":134,"predecessor-version":138,"wp:featuredmedia":142,"wp:attachment":145,"wp:term":148,"curies":164},[117],{"href":118,"targetHints":119},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F56489",{"allow":120},[121],"GET",[123],{"href":124},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts",[126],{"href":127},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fpost",[129],{"embeddable":26,"href":130},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F6",[132],{"embeddable":26,"href":133},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=56489",[135],{"count":136,"href":137},8,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F56489\u002Frevisions",[139],{"id":140,"href":141},56521,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F56489\u002Frevisions\u002F56521",[143],{"embeddable":26,"href":144},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F56493",[146],{"href":147},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=56489",[149,152,155,158,161],{"taxonomy":150,"embeddable":26,"href":151},"category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=56489",{"taxonomy":153,"embeddable":26,"href":154},"post_tag","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=56489",{"taxonomy":156,"embeddable":26,"href":157},"project_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=56489",{"taxonomy":159,"embeddable":26,"href":160},"contact_email_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=56489",{"taxonomy":162,"embeddable":26,"href":163},"yst_prominent_words","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=56489",[165],{"name":166,"href":167,"templated":26},"wp","https:\u002F\u002Fapi.w.org\u002F{rel}",[169],{"id":101,"date":170,"date_gmt":171,"guid":172,"modified":170,"modified_gmt":171,"slug":174,"status":13,"type":14,"link":175,"title":176,"content":178,"excerpt":180,"author":182,"featured_media":183,"comment_status":25,"ping_status":25,"sticky":26,"template":27,"format":28,"meta":184,"categories":185,"tags":189,"project_category":191,"contact_email_category":192,"yst_prominent_words":193,"class_list":202,"better_featured_image":208,"acf":237,"yoast_meta":253,"_links":255},"2025-06-02T09:59:19","2025-06-02T07:59:19",{"rendered":173},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=56253&_wpnonce=57c5463fcb&status=auto-draft&type=post","cough-monitoring-solutions-the-current-digital-health-landscape","https:\u002F\u002Fmedicalfuturist.com\u002Fcough-monitoring-solutions-the-current-digital-health-landscape",{"rendered":177},"Cough Monitoring Solutions: The Current Digital Health Landscape",{"rendered":179,"protected":20},"\n\u003Cp>Let’s try a quick guessing game (without searching for the answer online): how often does a healthy person cough in a day? If you’ve guessed 4.6 coughs, then you’ve hit the bull’s eye as this is what \u003Ca href=\"https:\u002F\u002Frespiratory-research.biomedcentral.com\u002Farticles\u002F10.1186\u002Fs12931-023-02585-1\" target=\"_blank\" rel=\"noreferrer noopener\">the most recent study indicates\u003C\u002Fa>. We usually only pay attention to our coughing if it becomes more frequent and noticeable. In fact, cough accounts for \u003Ca href=\"https:\u002F\u002Fwww.healthcareitnews.com\u002Fnews\u002Fhow-care-cough-one-top-medical-complaints-can-benefit-rpm-and-ai\" target=\"_blank\" rel=\"noreferrer noopener\">one in five reasons\u003C\u002Fa> we seek assistance from a healthcare provider.\u003C\u002Fp>\n\n\n\n\u003Cp>While it is a common symptom of an underlying health condition, ranging from reflux to lung cancer, cough has traditionally not been an easy metric to track. \u003C\u002Fp>\n\n\n\n\u003Cp>We didn’t need technologies to be able to differentiate between patients based on coughs, as primary care physicians have been doing that for centuries. But one’s cough can provide insights for self-monitoring, and digital health advances have started to facilitate the cough-tracking process. These could even make cough monitoring as common as step tracking to inform individual patients and provide doctors with deeper health insights. \u003C\u002Fp>\n\n\n\n\u003Cp>In this article, we will consider the digital health tools that are facilitating cough monitoring. These can essentially be categorized into two groups: smartphone apps and specialized hardware. However, in each group, artificial intelligence (AI) is playing a central role in shaping the cough monitoring landscape to better aid patients in understanding their health.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>The power of cough information\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>One question that will inevitably arise regarding cough monitoring is: why do it at all? If we’ve been managing without such a metric so far, then is there any reason to invest further in this? It turns out that there are plenty of reasons to do so as cough is a pretty potent \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhat-do-digital-biomarkers-mean\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">biomarker\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Cp>Having even basic information about a person’s daily cough count and pattern can assist them in making more informed decisions. For example, those with conditions like COPD and asthma \u003Ca href=\"https:\u002F\u002Fwww.healthcareitnews.com\u002Fnews\u002Fhow-care-cough-one-top-medical-complaints-can-benefit-rpm-and-ai\" target=\"_blank\" rel=\"noreferrer noopener\">could glean insights\u003C\u002Fa> into whether they are about to experience a flare-up. This could prevent exacerbations which would otherwise need intensive and costly treatment. In other cases, an increased incidence of cough in a region could be indicative of allergens or an infection. Public health authorities could use this information to take adequate measures.\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\u002F2022\u002F08\u002Ftmf_article_331-01-768x432.png\" alt=\"AI algorithm research topic digital health\" class=\"wp-image-47103\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F08\u002Ftmf_article_331-01-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F08\u002Ftmf_article_331-01-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F08\u002Ftmf_article_331-01-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F08\u002Ftmf_article_331-01-2048x1152.png 2048w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2022\u002F08\u002Ftmf_article_331-01.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>“There is a tremendous value in simply empowering patients and doctors with this information,” \u003Ca href=\"https:\u002F\u002Ftime.com\u002F6267654\u002Fai-track-coughing-health\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">says Dr. Peter Small\u003C\u002Fa>, chief medical officer at Hyfe AI, a company that develops cough monitoring tools. “It’s going to transform the whole clinical approach for this common and chronic symptom. Patients will come in, have the data on how much they are coughing, and the physician can suggest a treatment based on that information to see if it makes the coughs better.”\u003C\u002Fp>\n\n\n\n\u003Cp>This future that Dr. Small envisions might not be too far off as there are digital cough monitoring tools that are already available and more that are coming to the market.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Tracking apps for coughs\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>As the average person uses \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Ftechreport.com\u002Fstatistics\u002Fmobile-app-download-statistics\u002F\" target=\"_blank\">9 smartphone apps daily\u003C\u002Fa>, having an app for cough monitoring might be the most familiar way to capture this metric. Currently, available apps such as \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.coughtracker.com\u002F\" target=\"_blank\">CoughTracker\u003C\u002Fa> and \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fcoughpro.com\u002F\" target=\"_blank\">CoughPro\u003C\u002Fa> identify and record coughs from the user, analyse them through AI models, and provide contextual summaries. \u003C\u002Fp>\n\n\n\u003Cdiv class=\"wp-block-image\">\n\u003Cfigure class=\"aligncenter size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"433\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Fcough-tracking-app-768x433.jpg\" alt=\"\" class=\"wp-image-56255\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Fcough-tracking-app-768x433.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Fcough-tracking-app-370x208.jpg 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Fcough-tracking-app-1536x866.jpg 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Fcough-tracking-app.jpg 1653w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">Source: https:\u002F\u002Fwww.technologyreview.com\u002F\u003C\u002Ffigcaption>\u003C\u002Ffigure>\n\u003C\u002Fdiv>\n\n\n\u003Cp>Other similar AI-powered cough-tracking apps are being developed by \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fswaasa.ai\u002F\" target=\"_blank\">Swasaa\u003C\u002Fa> and \u003Ca href=\"https:\u002F\u002Fraisonance.ai\u002Fsolutions.htm\">Raisonance\u003C\u002Fa>. Swasaa’s AI models function by combining cough recordings with other health metrics such as temperature and oxygen saturation to assess a patient’s lung performance. Through such an approach, the company aims to provide an alternative to spirometry, which is more affordable and accessible for pulmonary healthcare. \u003C\u002Fp>\n\n\n\n\u003Cp>In the case of Raisonance, the company began by developing the \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fshowcase\u002Faudiblehealth-dx\u002Fabout\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">AudibleHealth Dx app\u003C\u002Fa> to identify COVID infections from cough recordings. Once a recording is taken, the app connects to the cloud for processing and analysis with the assistance of AI. They are \u003Ca href=\"https:\u002F\u002Fwww.technologyreview.com\u002F2024\u002F01\u002F05\u002F1086196\u002Fai-powered-apps-are-tracking-the-sounds-of-sickness\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">now expanding to\u003C\u002Fa> influenza and tuberculosis diagnosis with the same technology.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>Research insights with dedicated, cough-monitoring hardware \u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>Aimed primarily for research purposes, dedicated cough-monitoring hardware can provide further insights. Currently, only a few such hardware options are available on the market. One example is the clinically validated \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fvitalograph.com\u002Fclinical-trials\u002Fproduct-solutions\u002Fvitalojak\u002F\" target=\"_blank\">VitaloJAK\u003C\u002Fa>. It functions as a wearable that tracks up to 24 hours of cough recordings. The companion software’s algorithm analyses the data, separates non-cough recordings, and identifies awake and sleep periods. The device has been used in Phase 2 and 3 studies as a cost- and time-effective solution to monitor patients’ cough patterns.\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=\"VitaloJAK LinkedIn\" width=\"640\" height=\"360\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FFTXsb5lbaX4?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>Another hardware option is the \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fstradoslabs.com\u002Fcough-monitoring\u002F\" target=\"_blank\">RESP Biosensor\u003C\u002Fa> from Strados, which is also aimed at clinical trials. It is a wearable patch that allows researchers to continuously cough and lung sounds for subsequent analysis. A patient-oriented option in production is the \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Frespiri.co\u002Fuk\u002F\" target=\"_blank\">wheezo system from Respiri\u003C\u002Fa>. It detects abnormal breath sounds such as wheeze and allows users to generate logs and potential triggers. The recording can then be played back to a healthcare professional for review. \u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">\u003Cstrong>The AI push in cough monitoring\u003C\u002Fstrong>\u003C\u002Fh2>\n\n\n\n\u003Cp>Over time, we will likely see more cough-tracking apps and hardware become available on the market. Some might target specific conditions, while others might aim at providing some fitness insights to healthy people, akin to fitness trackers. While they will have differences in their individual aims, cough monitoring tools appear to increasingly have one common feature: AI. \u003C\u002Fp>\n\n\n\n\u003Cp>All of the examples listed above rely on an underlying algorithm that analyses the cough recording sample. Applying machine learning algorithms to such ends is being termed as acoustic AI. \u003C\u002Fp>\n\n\n\n\u003Cp>“When trained on sufficiently large and diverse collections of annotated sounds, these approaches can recognise and classify sounds such as a heart murmur, a wheeze or a cough,” \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fwww.healthcareitnews.com\u002Fnews\u002Fhow-care-cough-one-top-medical-complaints-can-benefit-rpm-and-ai\" target=\"_blank\">explains Hyfe’s Dr. Peter Small\u003C\u002Fa>. “And, when incorporated into digital stethoscopes, they can improve the diagnostic capabilities of clinicians. By tracking their frequency, they can assist with medical management decisions. And ultimately, when incorporated in consumer products, they will empower patients to have a better understanding of and be better able to cope with their chronic medical conditions.” \u003C\u002Fp>\n\n\n\n\u003Cp>In addition to empowering patients with respiratory conditions or simply monitoring their health with a new metric, cough tracking can improve clinical assessments. However, the development of efficient AI tools for such ends will rely on quality training data. Developers of such software will have to address privacy concerns and obtain explicit consent from users to use their cough recordings. \u003C\u002Fp>\n\n\n\n\u003Cp>Already tech giants \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Ftime.com\u002F6267654\u002Fai-track-coughing-health\u002F\" target=\"_blank\">like Google\u003C\u002Fa> are showing interest in providing such tools to the general public, which might heighten privacy anxieties. As the field of cough monitoring is relatively nascent and evolving, it would benefit from taking these concerns into account at an early stage. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cem>Written by Dr. Bertalan Meskó & Dr. Pranavsingh Dhunnoo\u003C\u002Fem>\u003C\u002Fp>\n",{"rendered":181,"protected":20},"\u003Cp>Digital health technologies can make cough monitoring as common as sleep tracking – providing brand new insights for health management. \u003C\u002Fp>\n",16,56263,{"_acf_changed":20,"footnotes":27},[31,186,187,188],504,491,521,[190],7609,[34],[],[194,195,196,197,198,199,200,201],5795,1571,1617,1631,1833,2369,2471,3059,[203,14,43,44,45,46,47,48,204,205,206,207,49],"post-56253","category-artificial-intelligence","category-empowered-patients","category-future-medicine","tag-cough-analysis",{"id":183,"alt_text":27,"caption":27,"description":27,"media_type":54,"media_details":209,"post":101,"source_url":236},{"width":56,"height":57,"file":210,"filesize":211,"sizes":212,"image_meta":234},"2024\u002F05\u002Ftmf_article_415.png",845088,{"medium":213,"large":217,"thumbnail":221,"medium_large":225,"1536x1536":226,"2048x2048":230},{"file":214,"width":63,"height":64,"mime-type":65,"filesize":215,"source_url":216},"tmf_article_415-370x208.png",37817,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Ftmf_article_415-370x208.png",{"file":218,"width":70,"height":71,"mime-type":65,"filesize":219,"source_url":220},"tmf_article_415-768x432.png",92515,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Ftmf_article_415-768x432.png",{"file":222,"width":76,"height":76,"mime-type":65,"filesize":223,"source_url":224},"tmf_article_415-150x150.png",17399,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Ftmf_article_415-150x150.png",{"file":218,"width":70,"height":71,"mime-type":65,"filesize":219,"source_url":220},{"file":227,"width":82,"height":83,"mime-type":65,"filesize":228,"source_url":229},"tmf_article_415-1536x864.png",215855,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Ftmf_article_415-1536x864.png",{"file":231,"width":88,"height":89,"mime-type":65,"filesize":232,"source_url":233},"tmf_article_415-2048x1152.png",307198,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Ftmf_article_415-2048x1152.png",{"aperture":93,"credit":27,"camera":27,"caption":27,"created_timestamp":93,"copyright":27,"focal_length":93,"iso":93,"shutter_speed":93,"title":27,"orientation":93,"keywords":235},[],"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2024\u002F05\u002Ftmf_article_415.png",{"cta_type":97,"cta_color":27,"subtitle":27,"key_takeaways":238,"related_books":245,"related_posts_footer":249,"related_posts":20},[239,241,243],{"title":240},"\u003Cp>\u003Cspan style=\"font-weight: 400;\">Cough is a common symptom that has traditionally not been easy to track as a health metric.\u003C\u002Fspan>\u003C\u002Fp>\n",{"title":242},"\u003Cp>New digital health technologies, including specialised hardware and artificial intelligence-based software, can provide more details into one’s coughing habit for self-evaluation as well as clinical assessments.\u003C\u002Fp>\n",{"title":244},"\u003Cp>This AI-powered push in cough monitoring promises to empower patients and improve clinical assessments; provided that privacy concerns are addressed during development.\u003C\u002Fp>\n",[246,247,248],55605,37033,30419,[250,251,252],17898,14484,22092,{"yoast_wpseo_title":177,"yoast_wpseo_metadesc":254,"yoast_wpseo_canonical":175},"Digital health technologies can make cough monitoring as common as sleep tracking - providing brand new insights for health management.",{"self":256,"collection":261,"about":263,"author":265,"replies":268,"version-history":271,"predecessor-version":275,"wp:featuredmedia":279,"wp:attachment":282,"wp:term":285,"curies":296},[257],{"href":258,"targetHints":259},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F56253",{"allow":260},[121],[262],{"href":124},[264],{"href":127},[266],{"embeddable":26,"href":267},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F16",[269],{"embeddable":26,"href":270},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=56253",[272],{"count":273,"href":274},15,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F56253\u002Frevisions",[276],{"id":277,"href":278},58823,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F56253\u002Frevisions\u002F58823",[280],{"embeddable":26,"href":281},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F56263",[283],{"href":284},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=56253",[286,288,290,292,294],{"taxonomy":150,"embeddable":26,"href":287},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=56253",{"taxonomy":153,"embeddable":26,"href":289},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=56253",{"taxonomy":156,"embeddable":26,"href":291},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=56253",{"taxonomy":159,"embeddable":26,"href":293},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=56253",{"taxonomy":162,"embeddable":26,"href":295},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=56253",[297],{"name":166,"href":167,"templated":26},[299],{"id":105,"date":300,"date_gmt":301,"guid":302,"modified":304,"modified_gmt":305,"slug":306,"status":13,"type":307,"link":308,"title":309,"content":311,"excerpt":313,"author":315,"featured_media":316,"comment_status":25,"ping_status":25,"template":27,"yst_prominent_words":317,"class_list":321,"better_featured_image":324,"acf":344,"yoast_meta":364,"_links":367},"2019-09-06T22:00:04","2019-09-06T20:00:04",{"rendered":303},"https:\u002F\u002Fapi.medicalfuturist.com\u002F?post_type=book&p=24764","2023-03-12T18:14:56","2023-03-12T17:14:56","technologies-shaping-the-future-of-pharma","book","https:\u002F\u002Fapi.medicalfuturist.com\u002Fbooks\u002Ftechnologies-shaping-the-future-of-pharma\u002F",{"rendered":310},"How Technologies are Shaping the Future of Pharma",{"rendered":312,"protected":20},"\n\u003Cp>We designed this e-book to serve as a collection of relevant examples, best practices and exciting ideas that can help any pharmaceutical company prepare for change. Many pharma companies have been trying to hop on the “digital train”. \u003Ca href=\"https:\u002F\u002Fleanpub.com\u002Fthefutureofpharma\" target=\"_blank\" rel=\"noreferrer noopener\">This e-book\u003C\u002Fa> was meant to prove that instead of a train of innovation, stakeholders should think in terms of spaceships and while there is still time to embrace digital health and patient empowerment, those that do it faster will get exponentially ahead of their competitors.\u003C\u002Fp>\n",{"rendered":314,"protected":20},"\u003Cp>We designed this e-book to serve as a collection of relevant examples, best practices and exciting ideas that can help any pharmaceutical company prepare for […]\u003C\u002Fp>\n",10,49977,[318,319,320],1681,2349,4977,[322,307,323,44,46,47],"post-24764","type-book",{"id":316,"alt_text":27,"caption":27,"description":27,"media_type":54,"media_details":325,"post":105,"source_url":343},{"width":326,"height":327,"file":328,"filesize":329,"sizes":330,"image_meta":342},320,415,"2019\u002F09\u002Ffuture-of-pharma.png",23355,{"medium":331,"thumbnail":337},{"file":332,"width":333,"height":334,"mime-type":65,"filesize":335,"source_url":336},"future-of-pharma-320x208.png","320","208","49756","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002Ffuture-of-pharma-320x208.png",{"file":338,"width":339,"height":339,"mime-type":65,"filesize":340,"source_url":341},"future-of-pharma-150x150.png","150","21008","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002Ffuture-of-pharma-150x150.png",{"aperture":93,"credit":27,"camera":27,"caption":27,"created_timestamp":93,"copyright":27,"focal_length":93,"iso":93,"shutter_speed":93,"title":27,"orientation":93},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002Ffuture-of-pharma.png",{"leanpub_url":345,"buy_button_text":346,"preview":347},"https:\u002F\u002Fleanpub.com\u002Fthefutureofpharma?utm_source=books&utm_medium=referral","Get it on Leanpub",[348,350,352,354,356,358,360,362],{"image":349},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002F1114_pharma_ebook_2022-cover-copy.png",{"image":351},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-03.png",{"image":353},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-04.png",{"image":355},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-05.png",{"image":357},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-06.png",{"image":359},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-07.png",{"image":361},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-08.png",{"image":363},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-09.png",{"yoast_wpseo_title":365,"yoast_wpseo_metadesc":366,"yoast_wpseo_canonical":308},"How Technologies are Shaping the Future of Pharma - The Medical Futurist","This e-book serves as a collection of relevant examples, best practices and exciting ideas that can help pharmaceuticcal companies prepare for change.",{"self":368,"collection":373,"about":376,"author":379,"replies":382,"wp:featuredmedia":385,"wp:attachment":388,"wp:term":391,"curies":394},[369],{"href":370,"targetHints":371},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fbook\u002F24764",{"allow":372},[121],[374],{"href":375},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fbook",[377],{"href":378},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fbook",[380],{"embeddable":26,"href":381},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F10",[383],{"embeddable":26,"href":384},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=24764",[386],{"embeddable":26,"href":387},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F49977",[389],{"href":390},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=24764",[392],{"taxonomy":162,"embeddable":26,"href":393},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=24764",[395],{"name":166,"href":167,"templated":26},1787036546611]