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Novel deep learning framework for simultaneous assessment of left ventricular mass and longitudinal strain: clinical feasibility and validation in patients with hypertrophic cardiomyopathy.

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Title: Novel deep learning framework for simultaneous assessment of left ventricular mass and longitudinal strain: clinical feasibility and validation in patients with hypertrophic cardiomyopathy.
Authors: Park J; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, 173 Beon-Gil, Gumi-Ro, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, Republic of Korea.; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Yoon YE; Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, 173 Beon-Gil, Gumi-Ro, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, Republic of Korea. yeonyeeyoon@snubh.org.; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea. yeonyeeyoon@snubh.org.; Ontact Health Inc., Seoul, Republic of Korea, 50-5, Ewhayeodae-Gil, Seodaemun-Gu, Seoul, Republic of Korea. yeonyeeyoon@snubh.org., Jang Y; Ontact Health Inc., Seoul, Republic of Korea, 50-5, Ewhayeodae-Gil, Seodaemun-Gu, Seoul, Republic of Korea. ygjang1722@yonsei.ac.kr., Jung T; Ontact Health Inc., Seoul, Republic of Korea, 50-5, Ewhayeodae-Gil, Seodaemun-Gu, Seoul, Republic of Korea., Jeon J; Ontact Health Inc., Seoul, Republic of Korea, 50-5, Ewhayeodae-Gil, Seodaemun-Gu, Seoul, Republic of Korea., Lee SA; Ontact Health Inc., Seoul, Republic of Korea, 50-5, Ewhayeodae-Gil, Seodaemun-Gu, 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, 82, 173 Beon-Gil, Gumi-Ro, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 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, 82, 173 Beon-Gil, Gumi-Ro, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, Republic of Korea.; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Chun EJ; Department of Radiology, Cardiovascular Center, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-Do, Republic of Korea.; Department of Radiology, 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, 82, 173 Beon-Gil, Gumi-Ro, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, Republic of Korea.; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea., Chang HJ; Ontact Health Inc., Seoul, Republic of Korea, 50-5, Ewhayeodae-Gil, Seodaemun-Gu, 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 echocardiography [J Echocardiogr] 2025 Dec; Vol. 23 (4), pp. 258-269. Date of Electronic Publication: 2025 Jul 12.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Springer Japan Country of Publication: Japan NLM ID: 101263153 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1880-344X (Electronic) Linking ISSN: 13490222 NLM ISO Abbreviation: J Echocardiogr Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1880-344X
DOI:10.1007/s12574-025-00694-y