{"id":71,"date":"2026-03-18T12:03:38","date_gmt":"2026-03-18T12:03:38","guid":{"rendered":"https:\/\/medlearn.imperial.ac.uk\/innovation\/?page_id=71"},"modified":"2026-04-09T13:56:00","modified_gmt":"2026-04-09T13:56:00","slug":"virtual-a-to-e-simulation-platform","status":"publish","type":"page","link":"https:\/\/medlearn.imperial.ac.uk\/innovation\/projects\/virtual-a-to-e-simulation-platform\/","title":{"rendered":"Virtual A to E Simulation Platform"},"content":{"rendered":"\n<div style=\"width:100%;max-height:460px;overflow:hidden;border-radius:0;\" aria-label=\"Virtual A to E Simulation Platform \u2014 ABCDE clinical assessment interface with live patient monitor, ECG waveform, HR 99 bpm, SpO2 89%\">\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1400 460\" style=\"width:100%;display:block;\">\n  <defs>\n    <linearGradient id=\"atoe-bg\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"0\">\n      <stop offset=\"0%\" stop-color=\"#0a0f1a\"\/>\n      <stop offset=\"100%\" stop-color=\"#101a2d\"\/>\n    <\/linearGradient>\n    <filter id=\"atoe-glow\">\n      <feGaussianBlur stdDeviation=\"2\" result=\"coloredBlur\"\/>\n      <feMerge><feMergeNode in=\"coloredBlur\"\/><feMergeNode in=\"SourceGraphic\"\/><\/feMerge>\n    <\/filter>\n  <\/defs>\n  <rect width=\"1400\" height=\"460\" fill=\"url(#atoe-bg)\"\/>\n  <rect x=\"0\" y=\"0\" width=\"6\" height=\"460\" fill=\"#003E74\"\/>\n  <line x1=\"0\" y1=\"80\" x2=\"1400\" y2=\"80\" stroke=\"#1a2a3a\" stroke-width=\"1\"\/>\n  <polyline filter=\"url(#atoe-glow)\" stroke=\"#00e65a\" stroke-width=\"2\" fill=\"none\"\n    points=\"0,100 40,100 50,95 60,90 65,75 70,45 75,100 85,115 95,100\n      140,100 150,95 160,90 165,75 170,45 175,100 185,115 195,100\n      240,100 250,95 260,90 265,75 270,45 275,100 285,115 295,100\n      340,100 350,95 360,90 365,75 370,45 375,100 385,115 395,100\n      440,100 450,95 460,90 465,75 470,45 475,100 485,115 495,100\n      540,100 550,95 560,90 565,75 570,45 575,100 585,115 595,100\n      640,100 650,95 660,90 665,75 670,45 675,100 685,115 695,100\n      740,100 750,95 760,90 765,75 770,45 775,100 785,115 795,100\n      840,100 850,95 860,90 865,75 870,45 875,100 885,115 895,100\n      940,100 950,95 960,90 965,75 970,45 975,100 985,115 995,100\"\/>\n  <text x=\"60\" y=\"185\" font-family=\"Arial,sans-serif\" font-size=\"14\" font-weight=\"600\" letter-spacing=\"1\" fill=\"#5b9bd5\">ARTIFICIAL INTELLIGENCE<\/text>\n  <text x=\"295\" y=\"185\" font-family=\"Arial,sans-serif\" font-size=\"14\" fill=\"#5b9bd5\"> \u00b7 <\/text>\n  <text x=\"315\" y=\"185\" font-family=\"Arial,sans-serif\" font-size=\"14\" font-weight=\"600\" letter-spacing=\"1\" fill=\"#5b9bd5\">SIMULATION TRAINING<\/text>\n  <text x=\"510\" y=\"185\" font-family=\"Arial,sans-serif\" font-size=\"14\" fill=\"#5b9bd5\"> \u00b7 <\/text>\n  <text x=\"530\" y=\"185\" font-family=\"Arial,sans-serif\" font-size=\"14\" font-weight=\"600\" letter-spacing=\"1\" fill=\"#5b9bd5\">WEB &amp; APP<\/text>\n  <text x=\"60\" y=\"255\" font-family=\"Arial,sans-serif\" font-size=\"46\" font-weight=\"700\" fill=\"#ffffff\">Virtual A to E Simulation Platform<\/text>\n  <text x=\"60\" y=\"295\" font-family=\"Arial,sans-serif\" font-size=\"20\" fill=\"#8ab4d4\">AI-powered ABCDE clinical simulation \u00b7 Imperial London<\/text>\n  <rect x=\"1070\" y=\"130\" width=\"270\" height=\"270\" rx=\"4\" fill=\"#0d1829\" stroke=\"#1e3050\" stroke-width=\"1\"\/>\n  <rect x=\"1070\" y=\"130\" width=\"270\" height=\"32\" rx=\"4\" fill=\"#121f38\"\/>\n  <text x=\"1083\" y=\"151\" font-family=\"monospace\" font-size=\"12\" letter-spacing=\"2\" fill=\"#8aabcc\">PATIENT MONITOR<\/text>\n  <circle cx=\"1316\" cy=\"145\" r=\"5\" fill=\"#00c853\"\/>\n  <text x=\"1323\" y=\"149\" font-family=\"monospace\" font-size=\"11\" fill=\"#00c853\">LIVE<\/text>\n  <polyline filter=\"url(#atoe-glow)\" stroke=\"#00e65a\" stroke-width=\"2\" fill=\"none\"\n    points=\"1082,190 1102,190 1107,186 1112,182 1115,170 1118,148 1121,190 1126,200 1131,190\n      1151,190 1156,186 1161,182 1164,170 1167,148 1170,190 1175,200 1180,190\n      1200,190 1205,186 1210,182 1213,170 1216,148 1219,190 1224,200 1229,190\n      1249,190 1254,186 1259,182 1262,170 1265,148 1268,190 1273,200 1278,190\n      1298,190 1320,190\"\/>\n  <text x=\"1250\" y=\"175\" font-family=\"monospace\" font-size=\"12\" fill=\"#8aabcc\">HR<\/text>\n  <text x=\"1235\" y=\"220\" font-family=\"monospace\" font-size=\"42\" font-weight=\"700\" fill=\"#00e65a\">99<\/text>\n  <text x=\"1250\" y=\"238\" font-family=\"monospace\" font-size=\"11\" fill=\"#5a7a9a\">bpm<\/text>\n  <line x1=\"1082\" y1=\"248\" x2=\"1322\" y2=\"248\" stroke=\"#1e3050\" stroke-width=\"1\"\/>\n  <text x=\"1250\" y=\"268\" font-family=\"monospace\" font-size=\"12\" fill=\"#8aabcc\">SpO2<\/text>\n  <text x=\"1230\" y=\"308\" font-family=\"monospace\" font-size=\"36\" font-weight=\"700\" fill=\"#f5c518\">89%<\/text>\n  <line x1=\"1082\" y1=\"320\" x2=\"1322\" y2=\"320\" stroke=\"#1e3050\" stroke-width=\"1\"\/>\n  <text x=\"1240\" y=\"340\" font-family=\"monospace\" font-size=\"12\" fill=\"#8aabcc\">NIBP<\/text>\n  <text x=\"1200\" y=\"375\" font-family=\"monospace\" font-size=\"22\" fill=\"#ffffff\">138 \/ 82<\/text>\n  <rect x=\"60\" y=\"330\" width=\"600\" height=\"110\" rx=\"4\" fill=\"#0f1e38\" stroke=\"#1e3a5c\" stroke-width=\"1\"\/>\n  <rect x=\"72\" y=\"342\" width=\"110\" height=\"20\" rx=\"3\" fill=\"#1a3060\"\/>\n  <text x=\"78\" y=\"356\" font-family=\"Arial,sans-serif\" font-size=\"12\" font-weight=\"600\" fill=\"#7aaad8\">A Assessment<\/text>\n  <text x=\"560\" y=\"356\" font-family=\"Arial,sans-serif\" font-size=\"12\" fill=\"#5a7a9a\">Question 1 of 7<\/text>\n  <text x=\"72\" y=\"380\" font-family=\"Arial,sans-serif\" font-size=\"14\" fill=\"#d0e4f4\">On approaching the patient, what is your first<\/text>\n  <text x=\"72\" y=\"398\" font-family=\"Arial,sans-serif\" font-size=\"14\" fill=\"#d0e4f4\">assessment in the A-to-E approach?<\/text>\n  <rect x=\"72\" y=\"410\" width=\"270\" height=\"24\" rx=\"3\" fill=\"#122040\" stroke=\"#1e3a5c\" stroke-width=\"1\"\/>\n  <text x=\"82\" y=\"426\" font-family=\"Arial,sans-serif\" font-size=\"13\" fill=\"#b0c8e0\">A.  Check blood pressure immediately<\/text>\n  <rect x=\"354\" y=\"410\" width=\"295\" height=\"24\" rx=\"3\" fill=\"#122040\" stroke=\"#1e3a5c\" stroke-width=\"1\"\/>\n  <text x=\"364\" y=\"426\" font-family=\"Arial,sans-serif\" font-size=\"13\" fill=\"#b0c8e0\">B.  Assess the airway<\/text>\n  <rect x=\"0\" y=\"455\" width=\"1400\" height=\"5\" fill=\"#003E74\"\/>\n<\/svg>\n<\/div>\n<div style=\"max-width:860px;margin:0 auto;padding:48px 32px;\">\n  <p style=\"margin-bottom:32px;\"><a href=\"\/innovation\/projects\/\" style=\"color:#003e74;font-size:14px;text-decoration:none;\">&#8592; Back to all projects<\/a><\/p>\n  <p style=\"font-size:13px;font-weight:600;letter-spacing:0.08em;text-transform:uppercase;color:#7a7a7a;margin-bottom:12px;\">Artificial Intelligence &middot; Simulation Training &middot; Web &amp; App<\/p>\n  <h1 style=\"font-size:clamp(28px,4vw,42px);font-weight:700;line-height:1.2;margin-bottom:16px;color:#1a1a1a;\">Virtual A to E Simulation Platform<\/h1>\n  <p style=\"font-size:16px;color:#555;margin-bottom:48px;\">Prototype developed February 2026 &middot; Imperial London, Faculty of Medicine<\/p>\n\n  <h2 style=\"font-size:20px;font-weight:700;margin-bottom:12px;color:#1a1a1a;\">Overview<\/h2>\n  <p style=\"font-size:16px;line-height:1.7;color:#333;margin-bottom:48px;\">The Virtual A to E Simulation Platform is an AI-powered browser-based clinical simulation tool designed to help medical students practise the ABCDE (Airway, Breathing, Circulation, Disability, Exposure) assessment approach. Developed as a proof-of-concept for the ACE Simulation Programme module beginning in the 2025&#8211;26 academic year at Imperial London, the platform immerses students in realistic ward scenarios where they must assess and manage acutely unwell patients. The simulation features SBAR handover from a nurse, interactive bedside assessment, a dynamic patient monitor with live waveforms, and an AI-powered debrief on completion.<\/p>\n\n  <h2 style=\"font-size:20px;font-weight:700;margin-bottom:16px;color:#1a1a1a;\">Project at a Glance<\/h2>\n  <table style=\"width:100%;border-collapse:collapse;margin-bottom:48px;font-size:15px;\">\n    <tr style=\"border-bottom:1px solid #e0e0e0;\">\n      <td style=\"padding:12px 0;color:#666;width:35%;font-weight:600;\">Status<\/td>\n      <td style=\"padding:12px 0;color:#333;\">Proof of Concept &mdash; Prototype (February 2026)<\/td>\n    <\/tr>\n    <tr style=\"border-bottom:1px solid #e0e0e0;\">\n      <td style=\"padding:12px 0;color:#666;font-weight:600;\">Module<\/td>\n      <td style=\"padding:12px 0;color:#333;\">ACE Simulation Programme, Faculty of Medicine, Imperial London<\/td>\n    <\/tr>\n    <tr style=\"border-bottom:1px solid #e0e0e0;\">\n      <td style=\"padding:12px 0;color:#666;font-weight:600;\">Platform<\/td>\n      <td style=\"padding:12px 0;\"><a href=\"https:\/\/interactive-sim.vercel.app\" style=\"color:#003e74;\">interactive-sim.vercel.app<\/a><\/td>\n    <\/tr>\n    <tr style=\"border-bottom:1px solid #e0e0e0;\">\n      <td style=\"padding:12px 0;color:#666;font-weight:600;\">Technology<\/td>\n      <td style=\"padding:12px 0;color:#333;\">React, TypeScript, Vercel, Claude AI (Anthropic), OpenAI API<\/td>\n    <\/tr>\n    <tr style=\"border-bottom:1px solid #e0e0e0;\">\n      <td style=\"padding:12px 0;color:#666;font-weight:600;\">Scenarios<\/td>\n      <td style=\"padding:12px 0;color:#333;\">Chest Pain \/ ACS (POC); 6 additional scenarios planned<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding:12px 0;color:#666;font-weight:600;\">Partners<\/td>\n      <td style=\"padding:12px 0;color:#333;\">Imperial London &middot; Imperial Healthcare NHS Trust &middot; Croydon NHS<\/td>\n    <\/tr>\n  <\/table>\n\n  <h2 style=\"font-size:20px;font-weight:700;margin-bottom:12px;color:#1a1a1a;\">Technology &amp; Approach<\/h2>\n  <p style=\"font-size:16px;line-height:1.7;color:#333;margin-bottom:24px;\">The simulation opens with a nurse delivering a structured SBAR (Situation, Background, Assessment, Recommendation) handover, giving students the clinical context before they approach the patient. Students then work through each element of the ABCDE assessment, answering multiple-choice questions and making clinical decisions at each stage. A dynamic patient monitor displays live ECG and SpO&#8322; waveforms that respond to the student&#8217;s actions, reinforcing the connection between clinical decisions and patient outcome. On completion, an AI-driven debrief reviews the student&#8217;s performance and provides targeted feedback.<\/p>\n\n  <blockquote style=\"border-left:4px solid #003e74;margin:0 0 48px 0;padding:16px 24px;background:#f5f7fa;border-radius:0 4px 4px 0;\">\n    <p style=\"font-style:italic;margin:0 0 8px 0;font-size:16px;color:#333;\">&#8220;The nurse-to-doctor SBAR handover at the start felt authentic and worked really well.&#8221;<\/p>\n    <cite style=\"font-size:14px;color:#666;\">&#8212; Teaching Fellow feedback, February 2026<\/cite>\n  <\/blockquote>\n\n  <h2 style=\"font-size:20px;font-weight:700;margin-bottom:12px;color:#1a1a1a;\">Partners &amp; Collaborators<\/h2>\n  <p style=\"font-size:16px;line-height:1.7;color:#333;margin-bottom:48px;\"><strong>Imperial<\/strong> &mdash; Adrian Cowell (Innovation Lead, Faculty of Medicine) and Emma Blyth (ACE Programme Lead). <strong>Clinical Lead<\/strong> &mdash; Dr Omid Halse (Imperial Healthcare NHS Trust), who led clinical scenario design and review throughout the pilot. Additional clinical input was provided during early development by two clinicians who have since moved on from their respective posts. The project was developed as a rapid prototype to test the feasibility of AI-driven simulation for undergraduate clinical skills training.<\/p>\n\n  <h2 style=\"font-size:20px;font-weight:700;margin-bottom:12px;color:#1a1a1a;\">Impact &amp; Next Steps<\/h2>\n  <p style=\"font-size:16px;line-height:1.7;color:#333;margin-bottom:32px;\">The proof-of-concept was demonstrated to teaching fellows in February 2026 and received positive feedback on realism, particularly around the SBAR handover, the dynamic patient monitor, and the AI debrief. The initial pilot has now concluded. The platform received encouraging feedback and demonstrated clear feasibility. Should there be further interest from faculty or the wider programme, the project could be developed further \u2014 expanding clinical scenarios, refining the UX, and running a broader cohort evaluation.<\/p>\n\n  <p style=\"margin-top:32px;padding-top:32px;border-top:1px solid #e0e0e0;\">\n    <a href=\"\/innovation\/projects\/\" style=\"color:#003e74;font-size:14px;text-decoration:none;\">&#8592; Back to all projects<\/a>\n  <\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>ARTIFICIAL INTELLIGENCE \u00b7 SIMULATION TRAINING \u00b7 WEB &amp; APP Virtual A to E Simulation Platform AI-powered ABCDE clinical simulation \u00b7 Imperial London PATIENT MONITOR LIVE HR 99 bpm SpO2 89% [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"parent":7,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-71","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/pages\/71","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/comments?post=71"}],"version-history":[{"count":7,"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/pages\/71\/revisions"}],"predecessor-version":[{"id":263,"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/pages\/71\/revisions\/263"}],"up":[{"embeddable":true,"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/pages\/7"}],"wp:attachment":[{"href":"https:\/\/medlearn.imperial.ac.uk\/innovation\/wp-json\/wp\/v2\/media?parent=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}