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Single-View Echocardiographic Analysis for Left Ventricular Outflow Tract Obstruction Prediction in Hypertrophic Cardiomyopathy: A Deep Learning Approach.

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Title: Single-View Echocardiographic Analysis for Left Ventricular Outflow Tract Obstruction Prediction in Hypertrophic Cardiomyopathy: A Deep Learning Approach.
Authors: Park J; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Kim J; Ontact Health, Seoul, Republic of Korea., Jeon J; Ontact Health, Seoul, Republic of Korea., Yoon YE; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Ontact Health, Seoul, Republic of Korea. Electronic address: yeonyeeyoon@snubh.org., Jang Y; Ontact Health, Seoul, Republic of Korea., Jeong H; CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea., Lee SA; Ontact Health, Seoul, Republic of Korea; CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, Republic of Korea., Choi HM; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Hwang IC; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Cho GY; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi, Republic of Korea; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Chang HJ; Ontact Health, Seoul, Republic of Korea; CONNECT-AI Research Center, Yonsei University College of Medicine, Seoul, Republic of Korea; Division of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Republic of Korea.
Source: Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography [J Am Soc Echocardiogr] 2025 Dec; Vol. 38 (12), pp. 1115-1126. Date of Electronic Publication: 2025 Aug 16.
Publication Type: Journal Article
Journal Info: Publisher: Mosby-Year Book Country of Publication: United States NLM ID: 8801388 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-6795 (Electronic) Linking ISSN: 08947317 NLM ISO Abbreviation: J Am Soc Echocardiogr Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1097-6795
DOI:10.1016/j.echo.2025.08.008