[{"data":1,"prerenderedAt":413},["ShallowReactive",2],{"slug-generative-ai-explained-its-impact-and-future-in-healthcare":3},{"post":4,"relatedPosts":171,"relatedBooks":319},{"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":38,"contact_email_category":40,"yst_prominent_words":41,"class_list":47,"better_featured_image":61,"acf":98,"yoast_meta":115,"_links":118},51747,"2023-07-27T10:00:00","2023-07-27T08:00:00",{"rendered":9},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=51747&_wpnonce=0b2557ca4d&status=auto-draft&type=post","2023-07-26T22:59:17","2023-07-26T20:59:17","generative-ai-explained-its-impact-and-future-in-healthcare","publish","post","https:\u002F\u002Fmedicalfuturist.com\u002Fgenerative-ai-explained-its-impact-and-future-in-healthcare",{"rendered":17},"Generative AI Explained – Its Impact And Future In Healthcare",{"rendered":19,"protected":20},"\n\u003Cp>We have written dozens of articles about generative AI already, covering all possible angles, but just realized that we have never covered the basics, and explained what is generative AI in the first place. \u003C\u002Fp>\n\n\n\n\u003Cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n\u003Cp>Generative AI refers to a category of AI algorithms that look for patterns and structures in the sample data and come up with new ones. For example, it can simulate discussions and learn to find out how we, people, would be satisfied with the results. But it does it billions of times a day. So it improves at an unbelievable rate.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\n\n\n\u003Cp>This kind of AI can be used for a wide variety of tasks, such as creating illustrations, writing text, composing music, or generating new ideas. \u003C\u002Fp>\n\n\n\n\u003Cp>Depending on the task, generative algorithms are trained and work in different ways. There are many models and methods, but we’ll most likely regularly meet with two these days:\u003C\u002Fp>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>Generative Adversarial Networks (GANs), for image or sound generation, think of Midjourney, Blue Willow, AIVA or Loud.ly. \u003C\u002Fli>\n\n\n\n\u003Cli>And Transformers, that are behind text generators, like ChatGPT or Bard – also known as Large Language Models (or LLMs). \u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Cp>(The Transformers-LLM relation is like the insects-beetles situation. Transformers are a type of LLM, but not all LLMs are transformers. Transformers are the most popular architecture for LLMs these days because they are very effective for natural language processing tasks, but they are not the only ones.)\u003C\u002Fp>\n\n\n\n\u003Cp>We’ve already \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fgenerative-adversarial-networks-how-can-ai-learn-so-much-while-its-iq-remains-zero\" target=\"_blank\" rel=\"noreferrer noopener\">introduced how GANs work\u003C\u002Fa>, you can easily imagine it through the forger-art detective analogy. Transformers on the other hand can be best grasped as brilliant autocomplete machines: they are trained to predict what comes next based on the previously given data. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>How do they learn?\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>There are many methods to train generative AI models, and most of the now successful models use a combination of various methods.\u003C\u002Fp>\n\n\n\n\u003Cp>GANs are typically taught through unsupervised learning – which means that the AI is not learning from labelled data – there is no one showing it pictures labelled as \u003Cem>cat \u003C\u002Fem>and \u003Cem>not-cat\u003C\u002Fem>. The “supervision” in GANs comes from the adversarial process where the generator network (the forger) tries to fool the discriminator network (the art detective), and the discriminator network tries to correctly classify whether an input is real or fake. For a simpler explanation, head over to the previously linked GAN article. \u003C\u002Fp>\n\n\n\n\u003Cp>Large language models, like ChatGPT or Bard are often trained using both supervised and self-supervised learning methods. \u003C\u002Fp>\n\n\n\n\u003Cp>For instance, the GPT (Generative Pretrained Transformer) series by OpenAI is trained using a form of self-supervised learning – according to ChatGPT. The models are given a large corpus of text and learn to predict the next word in a sentence given the previous words. In this case, the “labels” are the subsequent words in the sentences themselves, so no explicit labels are needed.\u003C\u002Fp>\n\n\n\n\u003Cp>Google’s Bard on the other hand was educated through a combination of supervised and self-supervised learning, on a massive dataset of text and code, including both labeled and unlabeled data, using the PaLM 2 model.\u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>General-use LLMs\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>ChatGPT was the first text-generating AI algorithm that became a massive hit among everyday people, getting a hundred million users in just two months, making it the \u003Ca href=\"https:\u002F\u002Fwww.reuters.com\u002Ftechnology\u002Fchatgpt-sets-record-fastest-growing-user-base-analyst-note-2023-02-01\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">fastest-growing consumer application in history\u003C\u002Fa>. Since then there are several other widely successful algorithms, like Google’s Bard and Microsoft’s Bing – the latter is also based on GPT-4 and was customised for search. \u003C\u002Fp>\n\n\n\n\u003Cp>These algorithms were not specifically trained for medical purposes and the regulations are lacking, but they \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002F6-potential-medical-use-cases-for-chatgpt\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">can still be used\u003C\u002Fa> for a number of purposes even in medicine, such as writing emails or summarising research papers. \u003C\u002Fp>\n\n\n\n\u003Cp>Based on the\u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fchatgpt-in-healthcare-what-the-science-says\u002F\" target=\"_blank\" rel=\"noreferrer noopener\"> first published studies\u003C\u002Fa>, three main areas of focus for ChatGPT emerged, namely 1. clinical use, 2. answering medical questions and assisting in education, and 3. scientific writing and research. \u003C\u002Fp>\n\n\n\n\u003Cp>This field is \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhat-does-gpt-4-mean-for-healthcare\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">developing at breathtaking speed\u003C\u002Fa>, and \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fchatgpt-alternatives-for-healthcare-and-research\" target=\"_blank\" rel=\"noreferrer noopener\">many alternatives are emerging\u003C\u002Fa>, both for medical and general use. The algorithms are becoming more and more versatile \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-best-chatgpt-plugins-how-to-add-browsing-learning-wolfram-and-more\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">gaining new capabilities\u003C\u002Fa>.  \u003C\u002Fp>\n\n\n\n\u003Cp>There are many open questions, but we already \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhats-next-for-chatgpt-in-healthcare\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">have some answers\u003C\u002Fa> as well, such as LLMs are not becoming authors in scientific papers, and that medical alternatives will arrive soon. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>Large language models specifically trained for medicine\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>Given the potential price of mistakes in healthcare, using just any LLM is a no-go for many tasks. You don’t want a diagnostic aid that generates answers from thin air every now and then. Here is where specialised algorithms enter the arena.\u003C\u002Fp>\n\n\n\n\u003Cp>As of now, the most advanced contestant is Google’s Med-PaLM 2. We introduced it \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fmedpalm-new-ai-medical-chatbots-will-soon-be-better-than-waiting-for-a-doctor\" target=\"_blank\" rel=\"noreferrer noopener\">in a detailed post\u003C\u002Fa> earlier and discussed why getting help from a medical chatbot as the first line of contact might soon become a lower-risk option than waiting for a doctor. \u003C\u002Fp>\n\n\n\n\u003Cp>A lot has happened in the past 6 months, and Google recently announced how much their medical LLM improved. \u003C\u002Fp>\n\n\n\n\u003Cp>A new study published in Nature revealed that Med-PaLM 2 answered medically related questions with 92.6% accuracy – \u003Ca href=\"https:\u002F\u002Fwww.mobihealthnews.com\u002Fnews\u002Fgoogles-medical-llm-proves-increase-accuracy\" target=\"_blank\" rel=\"noreferrer noopener\">mobihealthnews reported\u003C\u002Fa>. Although \u003Ca href=\"https:\u002F\u002Fwww.nature.com\u002Farticles\u002Fs41586-023-06291-2\" target=\"_blank\" rel=\"noreferrer noopener\">the detailed data shows\u003C\u002Fa> that MedPaLM still has areas in which it needs to improve, the results are nevertheless impressive. \u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image\">\u003Cimg decoding=\"async\" src=\"https:\u002F\u002Flh4.googleusercontent.com\u002Fa8SJjhHn1nhUXyQkbrjVCEukkUKRtpxvtYF1NapXmqJyDIs5fqd0QzAFtfQ0S57KpIaZzKCJh5JY9gjY5xzd7PJxJXWDryqK04Cn-LRUFGdoIc7j_R3luEIIwakpPPFjC4rKxUcWfwsTx7P8pNOZOzY\" alt=\"\"\u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>\u003Cstrong>Generative AI in practice\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>Medical LLMs are not yet widely available, Med-PaLM will be released for a select group of users soon and is also reported to already be in use by Mayo Clinics. However, many generative AI tools are available for everyone and can bring practical benefits to healthcare professionals. Let’s see a few existing use cases!\u003C\u002Fp>\n\n\n\n\u003Cp>In this article, we introduced \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002F5-ai-tools-that-could-help-build-a-medical-practice\" target=\"_blank\" rel=\"noreferrer noopener\">5 AI tools that can help build a medical practice\u003C\u002Fa>, by now you could find another 50, from \u003Ca href=\"https:\u002F\u002Fzapier.com\u002Fblog\u002Fbest-ai-website-builder\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">website builders\u003C\u002Fa> to \u003Ca href=\"https:\u002F\u002Fpenji.co\u002Fai-presentation\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">presentation designers\u003C\u002Fa>.\u003C\u002Fp>\n\n\n\n\u003Cp>Generative AI can also be used to come up with new ideas or inspirations for design processes, from suggesting brainstorming techniques to listing ideas. We also used it to \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwe-used-midjourney-to-design-digital-health-technologies\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">design digital health technologies\u003C\u002Fa> – an interesting, but not very fruitful venture. \u003C\u002Fp>\n\n\n\n\u003Cp>Digital avatars also belong to the realm of generative AI, The Medical Futurist already \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fme-and-my-digital-twin-i-have-a-brand-new-deepfake-avatar\" target=\"_blank\" rel=\"noreferrer noopener\">has a deep fake twin\u003C\u002Fa>, also \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=JCkI4y8vdGY&t=43s\" target=\"_blank\" rel=\"noreferrer noopener\">featured in this video\u003C\u002Fa>. These avatars are yet too uncanny to use in patient-facing roles – anyone would find a written note from the doctor more assuring than a message delivered by an unblinking synthetic human. \u003C\u002Fp>\n\n\n\n\u003Cp>On the other hand, such video-doctors could tirelessly deliver professional training to colleagues, instead of someone spending hundreds of hours in front of cameras for recording the same material.\u003C\u002Fp>\n\n\n\n\u003Cp>Many free AI tools are just as easy to use as an app on our phones or laptops – it just needs a little practice. We encourage every healthcare professional to play with these algorithms \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fhere-is-how-you-get-friendly-with-a-i-before-it-gets-to-the-office\" target=\"_blank\">to become friends \u003C\u002Fa>before they arrive at the office. Giving a little time to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fprompt-engineering-11-tips-to-craft-great-chatgpt-prompts\u002F\" target=\"_blank\">master our prompt engineering skills\u003C\u002Fa> – how to ask questions efficiently – will deliver a massive payback in the future. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>What’s next?\u003C\u002Fstrong>\u003C\u002Fp>\n\n\n\n\u003Cp>The Medical Futurist summarized \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhats-next-for-ai-in-healthcare-in-2023\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">what we can expect from AI in healthcare\u003C\u002Fa> in the coming period. On top of the list is the birth of proper regulatory frameworks, specialty-based AI recommendations and guidelines, and seeing yet undiscovered medical areas where AI can assist us. For a thorough but gentle introduction to the AI era, I recommend our \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.thinkific.com\u002Fcourses\u002Fintroduction-to-artificial-intelligence-in-medicine-and-healthcare\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to Artificial Intelligence In Medicine And Healthcare course\u003C\u002Fa>, which was recently updated with a bonus chapter. \u003C\u002Fp>\n\n\n\n\u003Cp>\u003Cstrong>These skills are slowly becoming more and more necessary. Multi-modal LLMs – algorithms that will be able to analyse not just text, but all content formats, from images to sounds to videos – will arrive\u003C\u002Fstrong>. We need to\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fno-ai-wont-kill-creativity\" target=\"_blank\"> find our creativity\u003C\u002Fa> in this new world, and without a working knowledge, both creative and cognitive professionals will be left behind.\u003C\u002Fp>\n",false,{"rendered":22,"protected":20},"\u003Cp>Progress happens with breathtaking speed, and generative AI is the present, not the future anymore.\u003C\u002Fp>\n",6,51765,"closed",true,"","standard",{"_acf_changed":20,"footnotes":27},[31],504,[33,34,35,36,37],7479,7671,7741,7847,7849,[39],950,[],[42,43,44,45,46],1723,1833,1883,2313,2689,[48,14,49,50,51,52,53,54,55,56,57,58,59,60],"post-51747","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-gan","tag-ai-in-healthcare","tag-large-language-models","tag-generative-ai-in-medicine","tag-transformers","project_category-medical-professionals",{"id":24,"alt_text":27,"caption":27,"description":27,"media_type":62,"media_details":63,"post":5,"source_url":97},"image",{"width":64,"height":65,"file":66,"filesize":67,"sizes":68,"image_meta":94},1980,1114,"2023\u002F07\u002Ftmf_article_380.png",691810,{"medium":69,"large":76,"thumbnail":82,"medium_large":87,"1536x1536":88},{"file":70,"width":71,"height":72,"mime-type":73,"filesize":74,"source_url":75},"tmf_article_380-370x208.png",370,208,"image\u002Fpng",49090,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_380-370x208.png",{"file":77,"width":78,"height":79,"mime-type":73,"filesize":80,"source_url":81},"tmf_article_380-768x432.png",768,432,140953,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_380-768x432.png",{"file":83,"width":84,"height":84,"mime-type":73,"filesize":85,"source_url":86},"tmf_article_380-150x150.png",150,21178,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_380-150x150.png",{"file":77,"width":78,"height":79,"mime-type":73,"filesize":80,"source_url":81},{"file":89,"width":90,"height":91,"mime-type":73,"filesize":92,"source_url":93},"tmf_article_380-1536x864.png",1536,864,368034,"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_380-1536x864.png",{"aperture":95,"credit":27,"camera":27,"caption":27,"created_timestamp":95,"copyright":27,"focal_length":95,"iso":95,"shutter_speed":95,"title":27,"orientation":95,"keywords":96},"0",[],"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F07\u002Ftmf_article_380.png",{"cta_type":99,"cta_color":27,"related_books":100,"related_posts_footer":104,"related_posts":20,"subtitle":27,"key_takeaways":108},"subscribe",[101,102,103],24762,30419,24764,[105,106,107],33587,51061,36407,[109,111,113],{"title":110},"\u003Cp>Generative AI involves algorithms that can identify patterns and structures within data and generate new ones.\u003C\u002Fp>\n",{"title":112},"\u003Cp>It has significant potential in healthcare and is likely to become integral in future healthcare practices sooner than most of us would have thought a few months ago.\u003C\u002Fp>\n",{"title":114},"\u003Cp>Medical-specific models are on the horizon and are doing exceptionally well\u003C\u002Fp>\n",{"yoast_wpseo_title":116,"yoast_wpseo_metadesc":117,"yoast_wpseo_canonical":15},"Generative AI Explained - Its Impact And Future In Healthcare","Generative AI has arrived, the first large language models specifically trained for medicine are in sight, and are doing exceptionally well.",{"self":119,"collection":125,"about":128,"author":131,"replies":134,"version-history":137,"predecessor-version":141,"wp:featuredmedia":145,"wp:attachment":148,"wp:term":151,"curies":167},[120],{"href":121,"targetHints":122},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51747",{"allow":123},[124],"GET",[126],{"href":127},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts",[129],{"href":130},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fpost",[132],{"embeddable":26,"href":133},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F6",[135],{"embeddable":26,"href":136},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=51747",[138],{"count":139,"href":140},10,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51747\u002Frevisions",[142],{"id":143,"href":144},51795,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F51747\u002Frevisions\u002F51795",[146],{"embeddable":26,"href":147},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F51765",[149],{"href":150},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=51747",[152,155,158,161,164],{"taxonomy":153,"embeddable":26,"href":154},"category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=51747",{"taxonomy":156,"embeddable":26,"href":157},"post_tag","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=51747",{"taxonomy":159,"embeddable":26,"href":160},"project_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=51747",{"taxonomy":162,"embeddable":26,"href":163},"contact_email_category","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=51747",{"taxonomy":165,"embeddable":26,"href":166},"yst_prominent_words","https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=51747",[168],{"name":169,"href":170,"templated":26},"wp","https:\u002F\u002Fapi.w.org\u002F{rel}",[172],{"id":107,"date":173,"date_gmt":174,"guid":175,"modified":177,"modified_gmt":178,"slug":179,"status":13,"type":14,"link":180,"title":181,"content":183,"excerpt":185,"author":23,"featured_media":187,"comment_status":25,"ping_status":25,"sticky":26,"template":27,"format":28,"meta":188,"categories":189,"tags":191,"project_category":196,"contact_email_category":198,"yst_prominent_words":199,"class_list":213,"better_featured_image":221,"acf":260,"yoast_meta":274,"_links":277},"2023-05-23T10:00:00","2023-05-23T08:00:00",{"rendered":176},"https:\u002F\u002Fmedicalfuturist.com\u002F?post_id=36407&_wpnonce=9ece071252&status=auto-draft&type=post","2023-06-16T15:06:20","2023-06-16T13:06:20","ask-me-about-digital","https:\u002F\u002Fmedicalfuturist.com\u002Fask-me-about-digital",{"rendered":182},"Ask Me About Digital: Our Initiative To Connect Tech-Savvy Doctors And Patients",{"rendered":184,"protected":20},"\n\u003Cp>The digital era has undeniably transformed healthcare. However, this revolution has inadvertently given rise to a communication gap. Forward-thinking medical professionals and open-minded patients often struggle to connect, leading to frustration on both sides. Certain patients, eager to take a more proactive and informed role in their healthcare, often face discouragement. There are healthcare workers who would happily share their 21st-century practices, but no one seems interested. \u003C\u002Fp>\n\n\n\n\u003Cp>This is where our humble “\u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fask-me-about-digital-badge\u002F\" target=\"_blank\">Ask Me About Digital\u003C\u002Fa>” initiative aims to offer support: to facilitate contact between these two groups by very simple means – offering badges and pins that showcase that the given healthcare practice has an open mindset and digital health knowledge to share. \u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-large\">\u003Ca class=\"img\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fask-me-about-digital-badge\u002F\" target=\"_blank\" rel=\"noreferrer noopener\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2018\u002F06\u002FAsk-Me-About-Digital-1-768x432.jpg\" alt=\"From Chance To Choice\" class=\"wp-image-20918\"\u002F\u003C\u002Fa srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2018\u002F06\u002FAsk-Me-About-Digital-1-768x432.jpg 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2018\u002F06\u002FAsk-Me-About-Digital-1-370x208.jpg 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2018\u002F06\u002FAsk-Me-About-Digital-1-512x288.jpg 512w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2018\u002F06\u002FAsk-Me-About-Digital-1.jpg 870w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Fa>\u003C\u002Ffigure>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">How to join?\u003C\u002Fh2>\n\n\n\n\u003Cp>If you are a healthcare professional and would like to participate, simply fill out the form by clicking on the “Join now” button \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fask-me-about-digital-badge\u002F\" target=\"_blank\">on our dedicated page\u003C\u002Fa>, and we’ll send your badge or pin free of charge. \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=\"Join the Ask Me About Digital Movement - The Medical Futurist\" width=\"640\" height=\"360\" src=\"https:\u002F\u002Fwww.youtube.com\u002Fembed\u002FXS6metFpl_M?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>Displaying these badges is a symbolic act. It sends a message to patients that you’re not just open to discussing digital health but that you actively welcome these conversations. It’s a visual reminder that can open the door to in-depth discussions about 21st-century health technologies, enabling patients to better understand and utilise these advanced tools.\u003C\u002Fp>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Who is it for?\u003C\u002Fh2>\n\n\n\n\u003Cul class=\"wp-block-list\">\n\u003Cli>As a \u003Cstrong>patient\u003C\u002Fstrong>, if you see the campaign’s badge on your physician’s door, it means you are more than encouraged to ask your technology- and digital-related questions as that medical professional would be able to help you with those.\u003C\u002Fli>\n\n\n\n\u003Cli>As a \u003Cstrong>medical professional\u003C\u002Fstrong>, you can proactively encourage your patients to ask such questions by putting the badge on your door.\u003C\u002Fli>\n\u003C\u002Ful>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Why do we do it?\u003C\u002Fh2>\n\n\n\n\u003Cblockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n\u003Cp>We believe that digital health eventually will benefit everyone, giving access to quality care even to those who are unable to get it today. \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Four-vision\" target=\"_blank\">Our vision\u003C\u002Fa> at The Medical Futurist is to build a community of empowered patients, future-oriented healthcare professionals, concerned health policymakers, sensible health tech developers and enthusiastic medical students, and make this leap forward together. We do research and studies about and for the advancement of this paradigm shift, from \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fpubmed.ncbi.nlm.nih.gov\u002F29184890\u002F\" target=\"_blank\">theory\u003C\u002Fa> to direct \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fimpact\" target=\"_blank\">impact\u003C\u002Fa>, and help individuals, institutions as well as governments in the process.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\n\n\n\u003Ch2 class=\"wp-block-heading\">Also, we prepared a free book to support your communication with patients about health technologies\u003C\u002Fh2>\n\n\n\n\u003Cp>This digital revolution also presents new challenges, particularly regarding communication between healthcare professionals and patients. Recognizing the need to foster open and proactive discussions about these evolving technologies, we recently published the third edition of \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fleanpub.com\u002Fs\u002FKFcKqR4uAL1j0f_EFT9CHQ.pdf\" target=\"_blank\">A Practical Guide About Digital Health For Medical Professionals\u003C\u002Fa> – to download for free.\u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-large\">\u003Ca class=\"img\" href=\"https:\u002F\u002Fleanpub.com\u002Fs\u002FKFcKqR4uAL1j0f_EFT9CHQ.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Fpractical-guide-768x432.png\" alt=\"Ask me about digital book\" class=\"wp-image-50955\"\u002F\u003C\u002Fa srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Fpractical-guide-768x432.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Fpractical-guide-370x208.png 370w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Fpractical-guide-1536x864.png 1536w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Fpractical-guide.png 1920w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Fa>\u003C\u002Ffigure>\n\n\n\n\u003Cp>It offers guidance if you as a medical professional sometimes have trouble responding to the digital health-related questions of your patients. Navigating the intricacies of digital health technologies can be challenging, even for seasoned healthcare professionals. Our guide will aid healthcare workers in these conversations. This free resource, which is included as part of the initiative, offers conversation bubbles and valuable information to facilitate discussions about digital health, from \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fcheap-genome-sequencing-now\" target=\"_blank\">genetic testing\u003C\u002Fa> to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fcan-your-smartwatch-send-you-to-the-hospital\" target=\"_blank\">wearables\u003C\u002Fa>, from \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fwhats-next-for-chatgpt-in-healthcare\" target=\"_blank\">ChatGPT\u003C\u002Fa> and \u003Ca href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fseven-reasons-to-be-optimistic-about-the-future-of-ai-in-medicine\" target=\"_blank\" rel=\"noreferrer noopener\">AI\u003C\u002Fa> to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fhere-is-what-even-healthcare-ai-companies-do-with-your-data\" target=\"_blank\">privacy issues\u003C\u002Fa>. \u003C\u002Fp>\n\n\n\n\u003Cp>Today, when people Google, ask ChatGPT about their symptoms and use health apps even before going to the doctor, it is more important than ever to be updated on the \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Ftop-ai-algorithms-healthcare\" target=\"_blank\">digital developments\u003C\u002Fa> in healthcare and navigate through questions of digital health-related issues. \u003C\u002Fp>\n\n\n\n\u003Cfigure class=\"wp-block-image size-large\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"448\" src=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002FScreen-Shot-2021-09-30-at-11.24.02-768x448.png\" alt=\"\" class=\"wp-image-36435\" srcset=\"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002FScreen-Shot-2021-09-30-at-11.24.02-768x448.png 768w, https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2021\u002F09\u002FScreen-Shot-2021-09-30-at-11.24.02.png 953w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \u002F>\u003C\u002Ffigure>\n\n\n\n\u003Cp>There is a monumental change happening in healthcare. The \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fhere-is-how-digital-health-devices-helped-me-recover-from-a-serious-infection\" target=\"_blank\">digital health revolution\u003C\u002Fa> is transforming all facets of this field, from \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Ftowards-creativity-in-healthcare-the-impact-of-digital-technologies-on-medical-specialties-in-an-infographic\" target=\"_blank\">diagnostics\u003C\u002Fa> to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-rise-of-at-home-lab-tests\" target=\"_blank\">patients’ health management\u003C\u002Fa>, from hospital administration to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fthe-future-of-clinical-trials-artificial-patients-synthetic-data-and-real-time-analysis\" target=\"_blank\">clinical trials\u003C\u002Fa>, and from medical education to \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.com\u002Fdiga-how-germany-channeled-digital-health-apps-into-its-healthcare-system\" target=\"_blank\">digital therapeutics and personalized medicine\u003C\u002Fa>. If you are uncertain about how this transformation will impact your professional future, or if you wish to quickly and easily understand this paradigm shift, I invite you to enroll in \u003Ca rel=\"noreferrer noopener\" href=\"https:\u002F\u002Fmedicalfuturist.thinkific.com\u002Fcollections\" target=\"_blank\">The Digital Health Course\u003C\u002Fa>. This program is designed to provide you with all the knowledge necessary to navigate the new health landscape.\u003C\u002Fp>\n",{"rendered":186,"protected":20},"\u003Cp>Our “ask me about digital” initiative aims to connect tech-savvy doctors and patients. Join now for free, we send your badge and your free book\u003C\u002Fp>\n",50991,{"_acf_changed":20,"footnotes":27},[190],491,[192,193,194,195],269,7377,7379,207,[39,197],951,[],[200,201,202,203,204,205,206,207,208,209,210,211,212,42],1739,2017,3121,3603,1571,3615,1617,3829,1631,4525,1681,1683,1709,[214,14,49,50,51,52,53,215,216,217,218,219,60,220],"post-36407","category-empowered-patients","tag-guide","tag-guide-to-digital-health-for-doctors","tag-badge-guide","tag-digital-health","project_category-patients",{"id":187,"alt_text":27,"caption":27,"description":27,"media_type":62,"media_details":222,"post":107,"source_url":259},{"width":223,"height":224,"file":225,"filesize":226,"sizes":227,"image_meta":258},1920,1080,"2023\u002F05\u002Ftmf_article_364_ask-me-about-digital.png",33374,{"medium":228,"large":234,"thumbnail":240,"medium_large":245,"1536x1536":246,"2048x2048":252},{"file":229,"width":230,"height":231,"mime-type":73,"filesize":232,"source_url":233},"tmf_article_364_ask-me-about-digital-370x208.png","370","208","12196","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Ftmf_article_364_ask-me-about-digital-370x208.png",{"file":235,"width":236,"height":237,"mime-type":73,"filesize":238,"source_url":239},"tmf_article_364_ask-me-about-digital-768x432.png","768","432","29069","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Ftmf_article_364_ask-me-about-digital-768x432.png",{"file":241,"width":242,"height":242,"mime-type":73,"filesize":243,"source_url":244},"tmf_article_364_ask-me-about-digital-150x150.png","150","4281","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Ftmf_article_364_ask-me-about-digital-150x150.png",{"file":235,"width":236,"height":237,"mime-type":73,"filesize":238,"source_url":239},{"file":247,"width":248,"height":249,"mime-type":73,"filesize":250,"source_url":251},"tmf_article_364_ask-me-about-digital-1536x864.png","1536","864","70560","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Ftmf_article_364_ask-me-about-digital-1536x864.png",{"file":253,"width":254,"height":255,"mime-type":73,"filesize":256,"source_url":257},"tmf_article_364_ask-me-about-digital-2048x1152.png","2048","1152","100337","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Ftmf_article_364_ask-me-about-digital-2048x1152.png",{"aperture":95,"credit":27,"camera":27,"caption":27,"created_timestamp":95,"copyright":27,"focal_length":95,"iso":95,"shutter_speed":95,"title":27,"orientation":95},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2023\u002F05\u002Ftmf_article_364_ask-me-about-digital.png",{"cta_type":99,"cta_color":27,"subtitle":27,"related_books":261,"related_posts_footer":263,"related_posts":20,"key_takeaways":267},[101,262],24759,[264,265,266],22987,50545,50671,[268,270,272],{"title":269},"\u003Cp>Digital health technologies, such as \u003Cstrong>telemedicine, wearables, and AI diagnostics\u003C\u002Fstrong>, have the potential to revolutionize patient care and the healthcare industry.\u003C\u002Fp>\n",{"title":271},"\u003Cp>These technologies offer benefits like \u003Cstrong>increased access to healthcare, improved patient monitoring, and personalized medicine\u003C\u002Fstrong>.\u003C\u002Fp>\n",{"title":273},"\u003Cp>However, to ensure their responsible and effective use, proper \u003Cstrong>regulation, privacy protection, and ethical considerations\u003C\u002Fstrong> need to be addressed.\u003C\u002Fp>\n",{"yoast_wpseo_title":275,"yoast_wpseo_metadesc":276,"yoast_wpseo_canonical":180},"Ask Me About Digital To Connect Tech-Savvy Doctors And Patients","Our \"ask me about digital\" initiative aims to connect tech-savvy doctors and patients. Join now for free, we send your badge and your free book",{"self":278,"collection":283,"about":285,"author":287,"replies":289,"version-history":292,"predecessor-version":296,"wp:featuredmedia":300,"wp:attachment":303,"wp:term":306,"curies":317},[279],{"href":280,"targetHints":281},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F36407",{"allow":282},[124],[284],{"href":127},[286],{"href":130},[288],{"embeddable":26,"href":133},[290],{"embeddable":26,"href":291},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=36407",[293],{"count":294,"href":295},32,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F36407\u002Frevisions",[297],{"id":298,"href":299},51397,"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fposts\u002F36407\u002Frevisions\u002F51397",[301],{"embeddable":26,"href":302},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F50991",[304],{"href":305},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=36407",[307,309,311,313,315],{"taxonomy":153,"embeddable":26,"href":308},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcategories?post=36407",{"taxonomy":156,"embeddable":26,"href":310},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftags?post=36407",{"taxonomy":159,"embeddable":26,"href":312},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fproject_category?post=36407",{"taxonomy":162,"embeddable":26,"href":314},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcontact_email_category?post=36407",{"taxonomy":165,"embeddable":26,"href":316},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=36407",[318],{"name":169,"href":170,"templated":26},[320],{"id":103,"date":321,"date_gmt":322,"guid":323,"modified":325,"modified_gmt":326,"slug":327,"status":13,"type":328,"link":329,"title":330,"content":332,"excerpt":334,"author":139,"featured_media":336,"comment_status":25,"ping_status":25,"template":27,"yst_prominent_words":337,"class_list":340,"better_featured_image":343,"acf":361,"yoast_meta":381,"_links":384},"2019-09-06T22:00:04","2019-09-06T20:00:04",{"rendered":324},"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":331},"How Technologies are Shaping the Future of Pharma",{"rendered":333,"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":335,"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",49977,[210,338,339],2349,4977,[341,328,342,50,52,53],"post-24764","type-book",{"id":336,"alt_text":27,"caption":27,"description":27,"media_type":62,"media_details":344,"post":103,"source_url":360},{"width":345,"height":346,"file":347,"filesize":348,"sizes":349,"image_meta":359},320,415,"2019\u002F09\u002Ffuture-of-pharma.png",23355,{"medium":350,"thumbnail":355},{"file":351,"width":352,"height":231,"mime-type":73,"filesize":353,"source_url":354},"future-of-pharma-320x208.png","320","49756","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002Ffuture-of-pharma-320x208.png",{"file":356,"width":242,"height":242,"mime-type":73,"filesize":357,"source_url":358},"future-of-pharma-150x150.png","21008","https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002Ffuture-of-pharma-150x150.png",{"aperture":95,"credit":27,"camera":27,"caption":27,"created_timestamp":95,"copyright":27,"focal_length":95,"iso":95,"shutter_speed":95,"title":27,"orientation":95},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002Ffuture-of-pharma.png",{"leanpub_url":362,"buy_button_text":363,"preview":364},"https:\u002F\u002Fleanpub.com\u002Fthefutureofpharma?utm_source=books&utm_medium=referral","Get it on Leanpub",[365,367,369,371,373,375,377,379],{"image":366},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002F1114_pharma_ebook_2022-cover-copy.png",{"image":368},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-03.png",{"image":370},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-04.png",{"image":372},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-05.png",{"image":374},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-06.png",{"image":376},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-07.png",{"image":378},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-08.png",{"image":380},"https:\u002F\u002Fcdn.medicalfuturist.com\u002Fwp-content\u002Fuploads\u002F2019\u002F09\u002FTechnologies-Shaping-The-Future-of-Pharma-UPDATED-09.png",{"yoast_wpseo_title":382,"yoast_wpseo_metadesc":383,"yoast_wpseo_canonical":329},"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":385,"collection":390,"about":393,"author":396,"replies":399,"wp:featuredmedia":402,"wp:attachment":405,"wp:term":408,"curies":411},[386],{"href":387,"targetHints":388},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fbook\u002F24764",{"allow":389},[124],[391],{"href":392},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fbook",[394],{"href":395},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Ftypes\u002Fbook",[397],{"embeddable":26,"href":398},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fusers\u002F10",[400],{"embeddable":26,"href":401},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fcomments?post=24764",[403],{"embeddable":26,"href":404},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia\u002F49977",[406],{"href":407},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fmedia?parent=24764",[409],{"taxonomy":165,"embeddable":26,"href":410},"https:\u002F\u002Fapi.medicalfuturist.com\u002Fwp-json\u002Fwp\u002Fv2\u002Fyst_prominent_words?post=24764",[412],{"name":169,"href":170,"templated":26},1786620461318]