{"publisher":{"name":"MediaBias News","url":"https://mediabias.news","methodology":"https://mediabias.news/methodology","editorialPrinciples":"https://mediabias.news/editorial-principles","corrections":"https://mediabias.news/corrections"},"scoreGuide":{"trust":"How well corroborated and evidenced the source reporting is. 0-100, higher is better.","critic":"Craft quality of the source journalism: context, balance, fact vs comment. 0-100, higher is better.","hype":"How far the source presentation runs ahead of substance. 0-100, LOWER IS BETTER.","scope":"Scores assess the original reporting this article was written from, not the truth of the underlying event and not the quality of this write-up."},"assessmentGuide":{"type":"coverage-and-source-reporting-analysis","factCheck":{"status":"not-performed","note":"Media Bias News compares coverage and scores the source reporting. It does not currently publish a ClaimReview verdict on whether the underlying event or claim is true."},"sourceFactuality":{"note":"Factuality values describe published ratings of the outlets that covered the story. They are not a factuality verdict on this story or its claims."}},"story":{"id":"https://mediabias.news/health/imperial-college-ai-detects-heart-disease-from-ecgs-in-under-two-seconds","slug":"imperial-college-ai-detects-heart-disease-from-ecgs-in-under-two-seconds","url":"https://mediabias.news/health/imperial-college-ai-detects-heart-disease-from-ecgs-in-under-two-seconds","title":"Imperial College AI detects heart disease from ECGs in under two seconds","subtitle":"Researchers say the tool could prioritise echocardiogram referrals for patients flagged as high risk","excerpt":"An artificial intelligence tool developed at Imperial College London analyses electrocardiograms in under two seconds to identify signs of heart failure and valve disease. The system, trained on millions of ECGs, detected up to 81% of heart failure cases and 90% of valve disease cases in a US study of 67,000 patients.","category":"Health","area":"United Kingdom","publishedAt":"2026-09-01T21:47:13.879Z","sourceReportedAt":"2026-09-01T18:39:38.000Z","updatedAt":"2026-09-01T21:47:13.879Z","readTime":"5 min read","scores":{"trust":78,"critic":75,"hype":25,"notes":{"trust":"Two full reports corroborate key figures and methods.","critic":"Quotes and figures are clearly separated from comment.","hype":"Headlines are lively but not exaggerated."}},"tags":["#ArtificialIntelligence","#HeartDisease","#MedicalInnovation","#NHS","#ECG","#Echocardiogram"],"entities":["Imperial College London","British Heart Foundation","European Society of Cardiology","Dr Ahmed El-Medany","Professor Fu Siong Ng","Dr Sonya Babu-Narayan"],"body":[{"type":"key_takeaways","items":["Researchers at Imperial College London developed an AI tool that analyses ECGs in under two seconds to detect heart failure and valve disease.","The AI identified up to 81% of heart failure cases and 90% of valve disease cases in a US study of 67,000 patients.","The tool is intended as a screening method to prioritise echocardiogram referrals, not as a final diagnostic test.","The findings were presented at the European Society of Cardiology congress in Munich."]},{"type":"paragraph","text":"Researchers at Imperial College London developed an artificial intelligence tool that analyses electrocardiograms in under two seconds. The system detects signs of heart failure and valve disease that clinicians may not reliably identify through routine visual assessment of ECG traces."},{"type":"paragraph","text":"The AI was trained on over 1.6 million ECGs from Brazil and several million from the United States. In a study involving 67,000 patients in the US, the tool identified up to 81% of heart failure cases and 90% of valve disease cases. The findings were presented at the European Society of Cardiology congress in Munich."},{"type":"paragraph","text":"The tool is intended as a screening method to prioritise patients for echocardiogram referrals. Researchers expect it to help reduce waiting times for scans, which can currently take months. The AI is not designed to replace echocardiograms or clinical examinations as a final diagnostic test."},{"type":"heading","text":"What the coverage left out"},{"type":"paragraph","text":"None of the right-rated digests mentioned the number of people in the UK with undiagnosed heart conditions or the length of NHS waiting lists for cardiology. The Daily Mirror’s full report was the only one to cite figures for undiagnosed hypertension, diabetes, and heart disease in the UK."},{"type":"paragraph","text":"The separate AI study diagnosing high blood pressure and diabetes from facial videos was covered only by the Daily Mirror. No other outlet mentioned this development or its potential implications for screening."}],"basedOn":[{"sourceName":"REALITATEA.NET","url":"https://realitatea.net/stiri/actualitate/revolutie-in-medicina-inteligenta-artificiala-depisteaza-bolile-de-inima-in-mai-putin-de-doua-secunde-cum-functioneaza-tehnologia-salvatoare-eotjru","headline":"REVOLUTION IN THE MEDICINAL PRODUCT! Artificial Intelligence Detects Heart Disease in Less than Two Seconds: How Lifesaving Technology Works","angle":"","publishedAt":"2026-09-01T18:39:38.000Z"},{"sourceName":"n-tv","url":"https://n-tv.de/wissen/KI-erkennt-Herzleiden-innerhalb-von-Sekunden-id31256196.html","headline":"\"Superhuman\" Technology: AI Detects Heart Disease Within Seconds","angle":"","publishedAt":"2026-09-01T16:24:41.000Z"},{"sourceName":"DiarioBitcoin","url":"https://diariobitcoin.com/tecnologia/una-ia-lee-un-electrocardiograma-en-dos-segundos-y-detecta-senales-que-pueden-escapar-a-los-cardiologos","headline":"An AI Reads an Electrocardiogram in Two Seconds and Detects Signals that Can Escape to Cardiologists","angle":"","publishedAt":"2026-09-01T11:40:06.000Z"},{"sourceName":"dnews.gr","url":"https://dnews.gr/eidhseis/science/607532/yperanthropo-ergaleio-texnitis-noimosynis-entopizei-kardiakes-pathiseis-se-ligotero-apo-dyo-defterolepta","headline":"'Superhuman' AI Tool Detects Heart Disease in Less than Two Seconds","angle":"","publishedAt":"2026-09-01T11:38:56.513Z"},{"sourceName":"FuturoProssimo","url":"https://futuroprossimo.it/2026/09/unai-legge-lelettrocardiogramma-e-batte-i-cardiologi-in-2-secondi","headline":"An AI Reads the Electrocardiogram and Beats the Cardiologists in 2 Seconds","angle":"","publishedAt":"2026-09-01T11:31:07.000Z"},{"sourceName":"Analytics Insight","url":"https://analyticsinsight.net/news/ai-detects-hidden-heart-disease-from-ecgs-in-under-two-seconds","headline":"AI Detects Hidden Heart Disease from ECGs in Under Two Seconds","angle":"","publishedAt":"2026-09-01T11:30:00.000Z"},{"sourceName":"news4health.gr","url":"https://news4health.gr/digital-health/i-texniti-noimosyni-borei-na-entopisei-tin-kardiaki-aneparkeia-se-ligotero-apo-dyo-defterolepta","headline":"Artificial Intelligence Can Detect Heart Failure in Less than Two Seconds","angle":"","publishedAt":"2026-09-01T11:00:26.000Z"},{"sourceName":"TNW","url":"https://thenextweb.com/news/imperial-ai-ecg-heart-disease-detection","headline":"An AI reads an ECG in two seconds and finds what cardiologists cannot","angle":"","publishedAt":"2026-09-01T08:23:21.000Z"},{"sourceName":"technewstube.com","url":"https://technewstube.com/the-next-web/1863202/ai-reads-ecg-two-seconds-finds-cardiologists-cannot","headline":"An AI reads an ECG in two seconds and finds what cardiologists cannot","angle":"","publishedAt":"2026-09-01T08:23:00.000Z"},{"sourceName":"onliner.by","url":"https://tech.onliner.by/2026/09/01/issledovateli-testiruyut-ii-sposobnyj-vyyavit-problemy-s-serdcem-za-dve-sekundy","headline":"Researchers Test an AI Capable of Detecting Heart Problems in Two Seconds - Onlíner Technology","angle":"","publishedAt":"2026-09-01T08:10:47.000Z"},{"sourceName":"healthandme.com","url":"https://healthandme.com/health-news/new-ai-tool-reads-ecg-in-2-seconds-detects-up-to-90-of-heart-valve-disease-cases-article-156023070","headline":"New AI Tool Reads ECG In 2 Seconds, Detects Up To 90% Of Heart Valve Disease Cases","angle":"","publishedAt":"2026-09-01T08:00:00.000Z"},{"sourceName":"SANA","url":"https://sana.sy/miscellaneous/2568775","headline":"An Artificial Intelligence Device that Reveals Signs of Heart Disease in Less than Two Seconds.","angle":"","publishedAt":"2026-09-01T07:48:39.000Z"},{"sourceName":"Mugglehead Magazine","url":"https://mugglehead.com/ai-flags-heart-disease-from-routine-ecg-test-within-seconds","headline":"AI flags heart disease from routine ECG test within seconds","angle":"","publishedAt":"2026-09-01T07:45:37.000Z"},{"sourceName":"computersweden.se","url":"https://computersweden.se/article/4216816/nytt-ai-verktyg-kan-upptacka-hjartsjukdom-pa-under-tva-sekunder.html","headline":"New AI Tool Can Detect Heart Disease in Under Two Seconds","angle":"","publishedAt":"2026-09-01T07:37:43.544Z"},{"sourceName":"Halk TV","url":"https://halktv.com.tr/dunya/insanustu-yapay-zeka-kalp-hastaligini-iki-saniyede-tespit-ediyor-1052265h","headline":"\"Superhuman\" Artificial Intelligence Detects Heart Disease in Two Seconds.","angle":"","publishedAt":"2026-09-01T03:22:13.000Z"},{"sourceName":"Adevarul","url":"https://adevarul.ro/stil-de-viata/tehnologie/o-noua-tehnologie-bazata-pe-ai-detecteaza-boli-de-2553262.html","headline":"A New AI-Based Technology Detects Heart Disease in Less than Two Seconds. Doctors Are Amazed: \"Superhuman Artificial intelligence.\"","angle":"","publishedAt":"2026-09-01T03:03:07.241Z"},{"sourceName":"Startup Fortune","url":"https://startupfortune.com/this-ai-reads-an-ecg-in-two-seconds-and-beats-cardiologists-at-diagnosis","headline":"This AI Reads an ECG in Two Seconds and Beats Cardiologists at Diagnosis","angle":"","publishedAt":"2026-09-01T02:19:49.000Z"},{"sourceName":"Firstpost News","url":"https://firstpost.com/tech/superhuman-ai-tool-study-finds-hidden-heart-disease-can-be-detected-from-routine-ecg-in-just-2-seconds-14042383.html","headline":"Superhuman AI tool: Study finds hidden heart disease can be detected from routine ECG in just 2 seconds","angle":"","publishedAt":"2026-09-01T01:16:57.250Z"},{"sourceName":"distilledpost.com","url":"https://distilledpost.com/post/artificial-intelligence-enables-instantaneous-detection-of-heart-disease","headline":"Artificial Intelligence Enables Instantaneous Detection of Heart Disease","angle":"","publishedAt":"2026-09-01T01:16:57.250Z"},{"sourceName":"Hot News","url":"https://hotnews.ro/un-instrument-de-ai-suprauman-detecteaza-bolile-cardiace-in-mai-putin-de-2-secunde-2337924","headline":"The AI \"Superhuman\" Instrument that Detects in Less than Two Seconds some of the Most Serious Global Conditions - HotNews.ro","angle":"","publishedAt":"2026-08-31T20:00:35.000Z"},{"sourceName":"Unknown","url":"https://dimokratia.gr/ygeia/739332/guardian-neo-ai-ergaleio-allazei-ti-diagnosi-kardiopatheion","headline":"Guardian: New AI Tool Changes Heart Disease Diagnosis","angle":"","publishedAt":"2026-08-31T19:40:12.000Z"},{"sourceName":"antena3.ro","url":"https://antena3.ro/high-tech/medicii-au-creat-un-ai-suprauman-care-poate-depista-boli-de-inima-in-mai-putin-de-doua-secunde-cum-functioneaza-801517.html","headline":"Doctors Have Created an AI \"Superhuman\" that Can Detect Heart Disease in Less than Two Seconds.","angle":"","publishedAt":"2026-08-31T17:06:00.000Z"},{"sourceName":"NewsBomb","url":"https://newsbomb.gr/ygeia/story/1760076/yperanthropo-ai-entopizei-kardiopatheies-se-ligotero-apo-2-defterolepta-vlepei-ypertasi-diaviti","headline":"\"Superhuman\" AI Detects Heart Disease in Less than 2 Seconds - \"Sees\" Hypertension, Diabetes","angle":"","publishedAt":"2026-08-31T16:40:55.000Z"},{"sourceName":"nordisch.info","url":"https://nordisch.info/natur-forschung/bahnbrechend-herzkrankheiten-mit-ki-in-zwei-sekunden-erkennbar","headline":"Groundbreaking: Heart Diseases with AI Can Be Detected in Two Seconds","angle":"","publishedAt":"2026-08-31T16:19:15.000Z"},{"sourceName":"Daily Mirror","url":"https://mirror.co.uk/news/health/ai-face-scans-heart-nhs-37608672","headline":"AI could diagnose heart disease after five-second face scan","angle":"","publishedAt":"2026-08-31T16:04:34.000Z"},{"sourceName":"The Sun","url":"https://thesun.co.uk/health/40227156/doctors-diagnose-heart-disease-seconds-ai-ecg-nhs-trial","headline":"NHS trials AI to spot heart disease in just two seconds - as 400K on waitlist","angle":"","publishedAt":"2026-08-31T16:00:00.000Z"},{"sourceName":"Britské listy","url":"https://blisty.cz/art/135746-nadlidsky-nastroj-ai-odhali-srdecni-onemocneni-za-mene-nez-2-sekundy.html","headline":"\"Superhuman\" AI Tool Detects Heart Disease in Less Than 2 Seconds","angle":"","publishedAt":"2026-08-31T12:35:56.730Z"},{"sourceName":"The Telegraph","url":"https://telegraph.co.uk/news/2026/08/31/nhs-to-use-ai-catch-undetectable-heart-disease-blink-of-eye","headline":"NHS to use AI to catch undetectable heart disease 'in blink of an eye'","angle":"","publishedAt":"2026-08-31T12:33:30.867Z"},{"sourceName":"Cardiovascular News","url":"https://cardiovascularnews.com/study-highlights-challenges-in-using-ai-ecg-detection-to-screen-for-structural-heart-disease","headline":"Study highlights challenges in using AI-ECG detection to screen for structural heart disease","angle":"","publishedAt":"2026-08-25T09:36:36.000Z"}],"analysis":{"distribution":{"percent":{"left":40,"centre":10,"right":50},"count":{"left":4,"centre":1,"right":5},"totalSources":29,"untracked":19,"rated":10,"observedAt":"2026-09-02T00:00:10.354640+00:00"},"lifecycle":{"state":"developing","lastCheckedAt":"2026-09-02T00:30:09.983Z","closedAt":null,"checks":11,"changes":0,"reopened":false},"framing":{"left":["The four left-rated digests led on the potential for faster diagnosis and the scale of undiagnosed heart conditions in the UK. The Daily Mirror’s full report highlighted that the AI could flag heart failure and valve disease from routine ECGs, which currently cannot detect them. It also covered a separate AI study that diagnosed high blood pressure and diabetes from a five-second facial video.","The Daily Mirror quoted Dr Ahmed El-Medany, who led the ECG analysis, saying the AI performed at “superhuman” levels and could be “transformative” for the NHS. It reported that around 16 million people in the UK have hypertension, four million have Type 2 diabetes, and over eight million have heart diseases, many undiagnosed. The report also noted that half a million people are on NHS cardiology waiting lists.","TNW’s digest focused on the AI’s ability to identify signs of heart failure and valve disease that clinicians cannot detect from the same ECG trace. SANA’s digest described the tool as capable of accelerating diagnosis and early detection. 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REALITATEA.NET’s digest described it as an “ultra-fast diagnostic tool” that provides doctors with rapid results. n-tv’s digest highlighted the AI’s ability to detect up to 90% of at-risk patients using an ECG.","Firstpost’s digest focused on the AI’s potential to help hospitals prioritise echocardiogram referrals. The Sun’s digest reported that the AI is being trialled in the NHS to diagnose heart disease in as little as two seconds. 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