{"id":12091,"date":"2026-05-04T17:28:58","date_gmt":"2026-05-04T17:28:58","guid":{"rendered":"https:\/\/studenthub.elsevier.com\/en\/?p=12091"},"modified":"2026-05-07T19:31:58","modified_gmt":"2026-05-07T19:31:58","slug":"how-to-communicate-ai-supported-conclusions","status":"publish","type":"post","link":"https:\/\/studenthub.elsevier.com\/en\/blog\/how-to-communicate-ai-supported-conclusions\/","title":{"rendered":"How to communicate AI-supported conclusions to patients, peers, and supervisors.\u00a0"},"content":{"rendered":"\n<p><strong>Written <em>By Dr. Aisha Qayum\u00a0| Follow Aisha on <a href=\"https:\/\/www.instagram.com\/findingdraisha\/\" target=\"_blank\" rel=\"noreferrer noopener\">Instagram<\/a> &amp;\u00a0<a href=\"https:\/\/www.tiktok.com\/@findingdraisha\" target=\"_blank\" rel=\"noreferrer noopener\">Tiktok<\/a>!<\/em>\u00a0<\/strong><\/p>\n\n\n\n<p>It\u2019s&nbsp;9:30 am&nbsp;on&nbsp;a busy ward round.&nbsp;<\/p>\n\n\n\n<p>A patient looks at me and asks a simple question:&nbsp;<br><em>\u201cDoctor, how sure are you about this diagnosis?\u201d<\/em>&nbsp;<\/p>\n\n\n\n<p>I pause for a moment.&nbsp;I\u2019ve&nbsp;reviewed their blood results, examined them, and thought through my differentials. But&nbsp;I\u2019ve&nbsp;also used a digital tool that flagged a high-risk pattern, something subtle I might have otherwise overlooked.&nbsp;<\/p>\n\n\n\n<p>For a second, I&nbsp;hesitate.&nbsp;<\/p>\n\n\n\n<p>Do I mention it?&nbsp;<br>Do I say an AI-supported tool suggested this?&nbsp;<br>Or do I present it as entirely my own clinical judgment?&nbsp;<\/p>\n\n\n\n<p>This is something I\u2019ve started to notice more and more as a newly graduated doctor.&nbsp;Artificial intelligence (AI)&nbsp;isn\u2019t&nbsp;a distant idea anymore\u2014it\u2019s&nbsp;slowly becoming part of everyday clinical practice, including within the NHS. From supporting imaging interpretation to highlighting clinical risks, these tools are beginning to shape how we think and make decisions.&nbsp;<\/p>\n\n\n\n<p>But one question isn\u2019t talked about enough:&nbsp;<strong>How do we actually communicate AI-supported conclusions in a way that is safe, clear, and honest?<\/strong>&nbsp;<\/p>\n\n\n\n<p>Because at the end of the day, patients&nbsp;don\u2019t&nbsp;hear \u201cAI-assisted decision.\u201d They hear&nbsp;<em>your judgment<\/em>.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The trust gap: where communication matters most&nbsp;<\/h3>\n\n\n\n<p>AI in healthcare sits in an interesting space. On one hand, it has the potential to improve efficiency and support better decisions. On the&nbsp;other, it can feel unfamiliar\u2014both for patients&nbsp;and for&nbsp;doctors early in their careers.&nbsp;<\/p>\n\n\n\n<p>From what&nbsp;I\u2019ve&nbsp;seen, most patients are comfortable with technology being used&nbsp;<em>in the background<\/em>, but not as a replacement for the doctor in front of them. And that\u2019s where communication&nbsp;becomes&nbsp;important.&nbsp;<\/p>\n\n\n\n<p>There\u2019s&nbsp;a balance we&nbsp;have to&nbsp;get right:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If we&nbsp;overemphasise&nbsp;AI, it can sound like&nbsp;we\u2019re&nbsp;handing over responsibility&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>If we ignore it completely, we risk not being transparent&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>As resident doctors,&nbsp;we\u2019re&nbsp;often&nbsp;navigating&nbsp;this balance while still building our own confidence.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Communicating with patients: keep it simple and human&nbsp;<\/h3>\n\n\n\n<p>Patients&nbsp;don\u2019t&nbsp;need to understand how an algorithm works. What they really want to know is:&nbsp;<em>what does this mean&nbsp;for&nbsp;me?<\/em>&nbsp;<\/p>\n\n\n\n<p>Instead of saying:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cAn AI model suggests a high probability of pulmonary embolism.\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>I\u2019ve&nbsp;found&nbsp;it\u2019s&nbsp;much clearer to say:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cWe used a tool that helps us&nbsp;analyse&nbsp;patterns in your results. It suggests there may be a clot, so&nbsp;we\u2019re&nbsp;going to investigate this further.\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>It keeps the explanation simple, and more importantly, it keeps the focus on the plan.&nbsp;<\/p>\n\n\n\n<p>A good way&nbsp;to think about it is:&nbsp;<strong>Translate&nbsp;the insight, not&nbsp;the technology.<\/strong>&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Communicating uncertainty:&nbsp;don\u2019t&nbsp;pass the responsibility&nbsp;<\/h3>\n\n\n\n<p>One thing&nbsp;I\u2019ve&nbsp;become more aware of is how easy it is to lean on technology\u2014especially when&nbsp;you\u2019re&nbsp;still gaining confidence.&nbsp;<\/p>\n\n\n\n<p>But wording matters.&nbsp;<\/p>\n\n\n\n<p>Saying things like:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cThe AI says\u2026\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cThe system thinks\u2026\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>can unintentionally shift responsibility away from us.&nbsp;<\/p>\n\n\n\n<p>What feels more&nbsp;appropriate is&nbsp;something like:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cBased on your symptoms, examination, and the tools we use to support our decisions, I think\u2026\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>It still acknowledges the support\u2014but makes it clear that the decision is yours.&nbsp;Because ultimately, it&nbsp;is.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Communicating with peers: openness goes a long way&nbsp;<\/h3>\n\n\n\n<p>With colleagues, the conversation feels slightly different.&nbsp;<\/p>\n\n\n\n<p>AI is already being used in&nbsp;different parts&nbsp;of clinical work, but not everyone uses it in the same way\u2014and not everyone is fully comfortable with it yet.&nbsp;<\/p>\n\n\n\n<p>I\u2019ve&nbsp;found that being open helps:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>mentioning that I used a tool&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>briefly explaining what it highlighted&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>asking others what they think&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>It turns it into a discussion, rather than something to either rely on completely or avoid&nbsp;mentioning&nbsp;altogether.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Communicating with supervisors: show your thinking first<\/h3>\n\n\n\n<p>When presenting to seniors,&nbsp;I\u2019ve&nbsp;realised&nbsp;it\u2019s&nbsp;less about&nbsp;<em>whether<\/em>&nbsp;you used AI, and more about&nbsp;<em>how<\/em>&nbsp;you present your reasoning.&nbsp;<\/p>\n\n\n\n<p>For example:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cI think this is pancreatitis based on the clinical picture, and I used a support tool which highlighted similar features.\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>This feels&nbsp;very different&nbsp;to:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cAI suggested pancreatitis.\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>The first shows that&nbsp;you\u2019ve&nbsp;thought it through. The second can sound like&nbsp;you\u2019re&nbsp;relying on the tool. And at this stage of training,&nbsp;demonstrating&nbsp;your thinking is what really matters.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Being transparent with patients<\/h3>\n\n\n\n<p>There\u2019s&nbsp;still a lot of discussion around how much patients should be told about AI use.&nbsp;But from what I\u2019ve seen, small amounts of transparency can actually build trust.&nbsp;<\/p>\n\n\n\n<p>Something as simple as:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cWe sometimes use digital tools to support our decisions, but your care is always reviewed by a doctor.\u201d can be reassuring. It makes it clear that technology is involved\u2014but that it&nbsp;hasn\u2019t&nbsp;replaced human judgement.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">What AI still can\u2019t do<\/h3>\n\n\n\n<p>AI can be incredibly useful. It can process&nbsp;large amounts&nbsp;of information quickly and highlight patterns that might not be&nbsp;obvious at first glance.&nbsp;<\/p>\n\n\n\n<p>But there are things it simply&nbsp;can\u2019t&nbsp;replace.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It&nbsp;can\u2019t&nbsp;sit with a patient&nbsp;who\u2019s&nbsp;anxious.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It&nbsp;can\u2019t&nbsp;pick&nbsp;up on subtle emotional cues.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>And it&nbsp;can\u2019t&nbsp;take responsibility for decisions.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>That still sits with us.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">A simple way to approach it<\/h3>\n\n\n\n<p>Over time,&nbsp;I\u2019ve&nbsp;started to think of communicating AI-supported decisions in&nbsp;a simple way:&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Start with your clinical reasoning&nbsp;<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>Mention AI only as support, if needed&nbsp;<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>Explain what it means for the patient&nbsp;<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>Be clear about your plan&nbsp;&nbsp;<\/li>\n<\/ol>\n\n\n\n<p>It\u2019s&nbsp;not complicated\u2014but it helps keep communication clear and consistent.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Final thoughts<\/h3>\n\n\n\n<p>AI is gradually becoming part of everyday medicine, and as resident doctors,&nbsp;we\u2019re&nbsp;learning how to work alongside it in real time.&nbsp;<\/p>\n\n\n\n<p>But while technology is evolving quickly, one thing&nbsp;hasn\u2019t&nbsp;changed:&nbsp;<\/p>\n\n\n\n<p>Patients are not placing their trust in algorithms.&nbsp;&nbsp;<\/p>\n\n\n\n<p>They are placing it in us.&nbsp;<\/p>\n\n\n\n<p>And that means how we communicate\u2014especially when AI is involved\u2014matters just as much as the decision itself.<\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Discover&nbsp;<em>Trusted<\/em>&nbsp;AI resources!<\/h2>\n\n\n\n<p>Elsevier provides enhanced learning solutions you can trust, powered by responsible AI! Searching only Elsevier curated content, not the open web.&nbsp;<a href=\"https:\/\/studenthub.elsevier.com\/en\/studyfinder\/\">Click here to check if you have access to Elsevier AI resources at your institution<\/a>!<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" height=\"576\" width=\"1024\" src=\"https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/studyfinderAI.png?w=1024\" alt=\"\" class=\"wp-image-12075\" style=\"aspect-ratio:1.7777880525245053;width:283px;height:auto\" srcset=\"https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/studyfinderAI.png 1920w, https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/studyfinderAI.png?resize=300,169 300w, https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/studyfinderAI.png?resize=768,432 768w, https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/studyfinderAI.png?resize=1024,576 1024w, https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/studyfinderAI.png?resize=1536,864 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><em>Studyfinder AI,<\/em><\/strong>&nbsp;enhancement to ClinicalKey Student designed to help you find what you need faster<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"722\" src=\"https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/Osmosis.png?w=1000\" alt=\"\" class=\"wp-image-3263\" style=\"aspect-ratio:1.3850587133491823;width:219px;height:auto\" srcset=\"https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/Osmosis.png 1000w, https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/Osmosis.png?resize=300,217 300w, https:\/\/studenthub.elsevier.com\/en\/wp-content\/uploads\/sites\/10\/2026\/04\/Osmosis.png?resize=768,554 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><em>Osmosis AI<\/em><\/strong>, conversational study companion designed to help you make sense of the most complex topics<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Written By Dr. Aisha Qayum\u00a0| Follow Aisha on Instagram &amp;\u00a0Tiktok!\u00a0 It\u2019s&nbsp;9:30 am&nbsp;on&nbsp;a busy ward round.&nbsp; A patient looks at me and asks a simple question:&nbsp;\u201cDoctor, how sure are you about this diagnosis?\u201d&nbsp; I pause for a moment.&nbsp;I\u2019ve&nbsp;reviewed their blood results, examined them, and thought through my differentials. But&nbsp;I\u2019ve&nbsp;also used a digital tool that flagged a [&hellip;]<\/p>\n","protected":false},"author":170,"featured_media":12093,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[31,9,12],"tags":[],"class_list":["post-12091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-blog","category-medical"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to communicate AI-supported conclusions to patients, peers, and supervisors.\u00a0 - Student Hub EN<\/title>\n<meta name=\"description\" content=\"With AI becoming part of everyday practice, How do we actually communicate AI-supported conclusions in a way that is safe, clear, and honest?\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/studenthub.elsevier.com\/en\/blog\/how-to-communicate-ai-supported-conclusions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to communicate AI-supported conclusions to patients, peers, and supervisors.\u00a0 - 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