Deep Learning–Based Multiclass Classification of Mitral Valve Etiologies Using Limited B-Mode and Color Doppler Echocardiography: Internal and External Validation

Journal of the American Society of Echocardiography 2026

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Authors: Dawun Jeong, Moon-Seung Soh, Jaeik Jeon, Hyunseok Jeong, JunHeum Cho, Jiyeon Kim, Jina Lee, Seung-Ah Lee, Joon-Han Shin, Yeonggul Jang, Yeonyee Elizabeth Yoon, Hyuk‐Jae Chang
DOI: 10.1016/j.echo.2026.05.050
Cited by: 1
References: 29

Fields of Study & Subjects

Cardiac Valve Diseases and Treatments Cardiovascular Function and Risk Factors Cardiac Imaging and Diagnostics

Publication details

Journal / source
Journal of the American Society of Echocardiography
Publisher
Elsevier BV
Volume
39
Issue
9
Pages
838–849
Publication date
15 June 2026
Language
EN