{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,11]],"date-time":"2026-11-11T16:28:19Z","timestamp":1794414499561,"version":"4.9.1"},"reference-count":16,"publisher":"American Medical Association (AMA)","issue":"11","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Cardiol"],"published-print":{"date-parts":[[2026,11,1]]},"DOI":"10.1001\/jamacardio.2026.3877","type":"journal-article","created":{"date-parts":[[2026,8,28]],"date-time":"2026-08-28T07:30:16Z","timestamp":1787902216000},"page":"1037","source":"Crossref","is-referenced-by-count":0,"title":["Artificial Intelligence for Acquisition and Interpretation of Echocardiography\u2014Closing the Loop"],"prefix":"10.1001","volume":"11","author":[{"given":"Thomas H.","family":"Marwick","sequence":"first","affiliation":[{"name":"Imaging Research, Baker Heart and Diabetes Institute, University of Melbourne, Melbourne, Victoria, Australia"},{"name":"Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Victoria, Australia"},{"name":"Menzies Institute for Medical Research, Hobart, Tasmania, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","reference":[{"key":"hed260017r1","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.ijcard.2022.11.045","article-title":"Echocardiographic detection of heart valve disease in a community cohort of asymptomatic Australians &gt; 65 years with cardiovascular risk factors.","volume":"373","author":"D\u2019Elia","year":"2023","journal-title":"Int J Cardiol"},{"issue":"44","key":"hed260017r2","doi-asserted-by":"publisher","first-page":"4635","DOI":"10.1093\/eurheartj\/ehaf194","article-title":"2025 ESC\/EACTS guidelines for the management of valvular heart disease.","volume":"46","author":"Praz","year":"2025","journal-title":"Eur Heart J"},{"issue":"1","key":"hed260017r3","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.ccl.2019.09.001","article-title":"Assessment of cardiac damage in aortic stenosis.","volume":"38","author":"Fukui","year":"2020","journal-title":"Cardiol Clin"},{"issue":"3","key":"hed260017r4","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2022-068121","article-title":"Diagnostic accuracy of heart auscultation for detecting valve disease: a systematic review.","volume":"13","author":"Davidsen","year":"2023","journal-title":"BMJ Open"},{"issue":"3","key":"hed260017r5","doi-asserted-by":"publisher","first-page":"196","DOI":"10.1093\/ehjdh\/ztad009","article-title":"Correlation between artificial intelligence-enabled electrocardiogram and echocardiographic features in aortic stenosis.","volume":"4","author":"Ito","year":"2023","journal-title":"Eur Heart J Digit Health"},{"key":"hed260017r6","doi-asserted-by":"publisher","DOI":"10.1001\/jamacardio.2026.3829","article-title":"Artificial intelligence\u2013enabled acquisition and interpretation for screening aortic stenosis.","author":"Lee","journal-title":"JAMA Cardiol"},{"issue":"6","key":"hed260017r7","doi-asserted-by":"publisher","first-page":"624","DOI":"10.1001\/jamacardio.2021.0185","article-title":"Utility of a deep-learning algorithm to guide novices to acquire echocardiograms for limited diagnostic use.","volume":"6","author":"Narang","year":"2021","journal-title":"JAMA Cardiol"},{"issue":"1","key":"hed260017r8","doi-asserted-by":"publisher","first-page":"13503","DOI":"10.1038\/s41598-024-62467-4","article-title":"Point-of-care AI-enhanced novice echocardiography for screening heart failure (PANES-HF).","volume":"14","author":"Huang","year":"2024","journal-title":"Sci Rep"},{"issue":"3","key":"hed260017r9","doi-asserted-by":"publisher","DOI":"10.1093\/ehjimp\/qyag101","article-title":"Task-shifting to nonexperts using artificial intelligence-guided point-of-care ultrasound: a cohort study of patient selection, image quality, and learning curves.","volume":"4","author":"Wright","year":"2026","journal-title":"Eur Heart J Imaging Methods Pract"},{"issue":"16","key":"hed260017r10","doi-asserted-by":"publisher","first-page":"1623","DOI":"10.1161\/CIRCULATIONAHA.118.034338","article-title":"Fully automated echocardiogram interpretation in clinical practice.","volume":"138","author":"Zhang","year":"2018","journal-title":"Circulation"},{"issue":"1","key":"hed260017r11","doi-asserted-by":"publisher","first-page":"6776","DOI":"10.1038\/s41467-022-34245-1","article-title":"A formal validation of a deep learning-based automated workflow for the interpretation of the echocardiogram.","volume":"13","author":"Tromp","year":"2022","journal-title":"Nat Commun"},{"issue":"7802","key":"hed260017r12","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1038\/s41586-020-2145-8","article-title":"Video-based AI for beat-to-beat assessment of cardiac function.","volume":"580","author":"Ouyang","year":"2020","journal-title":"Nature"},{"issue":"7957","key":"hed260017r13","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1038\/s41586-023-05947-3","article-title":"Blinded, randomized trial of sonographer versus AI cardiac function assessment.","volume":"616","author":"He","year":"2023","journal-title":"Nature"},{"issue":"7","key":"hed260017r14","doi-asserted-by":"publisher","first-page":"769","DOI":"10.1016\/j.echo.2023.03.008","article-title":"Fully automated artificial intelligence assessment of aortic stenosis by echocardiography.","volume":"36","author":"Krishna","year":"2023","journal-title":"J Am Soc Echocardiogr"},{"issue":"4","key":"hed260017r15","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1001\/jama.2025.8731","article-title":"Complete AI-enabled echocardiography interpretation with multitask deep learning.","volume":"334","author":"Holste","year":"2025","journal-title":"JAMA"},{"key":"hed260017r16","unstructured":"ASE fact sheet on artificial intelligence. American Society of Echocardiography. October 24, 2025. Accessed August 12, 2026. https:\/\/www.asecho.org\/resource\/ase-fact-sheet-on-artificial-intelligence-in-echocardiography\/"}],"container-title":["JAMA Cardiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamacardiology\/articlepdf\/2853494\/jamacardiology_marwick_2026_ed_260017_1793998784.40024.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,11,11]],"date-time":"2026-11-11T16:02:19Z","timestamp":1794412939000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamacardiology\/fullarticle\/2853494"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11,1]]},"references-count":16,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2026,11,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamacardio.2026.3877","relation":{},"ISSN":["2380-6583"],"issn-type":[{"value":"2380-6583","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11,1]]}}}