Single-View Echocardiographic Analysis for Left Ventricular Outflow Tract Obstruction Prediction in Hypertrophic Cardiomyopathy: A Deep Learning Approach
Our DL-based approach predicts severe LVOTO using only the PLAX view from TTE, serving as a complementary tool when Doppler assessment is unavailable and for monitoring treatment response.
Authors
- Hyunseok Jeong (ORCID: https://orcid.org/0000-0003-4740-6975)
- Hong‐Mi Choi (ORCID: https://orcid.org/0000-0002-6856-2486)
- In‐Chang Hwang (ORCID: https://orcid.org/0000-0003-4966-3924)
- Yeonyee Elizabeth Yoon (ORCID: https://orcid.org/0000-0002-8479-9889)
- Jiesuck Park (ORCID: https://orcid.org/0000-0001-6924-7106)
- Yeonggul Jang (ORCID: https://orcid.org/0000-0002-5805-7494)
- Hyuk‐Jae Chang (ORCID: https://orcid.org/0000-0002-6139-7545)
- Seung-Ah Lee (ORCID: https://orcid.org/0000-0001-6964-8356)
- Jaeik Jeon (ORCID: https://orcid.org/0000-0002-9737-3449)
- Jiyeon Kim (ORCID: https://orcid.org/0009-0009-3419-9955)
- Goo-Yeong Cho
Institutions
- Yonsei University (KR)
- University Health System (US)
- Seoul National University Bundang Hospital (KR)
- Syneos Health (South Korea) (KR)
- Yonsei University Health System (KR)
Publication Details
- Journal
- Journal of the American Society of Echocardiography
- Published
- 2025-08-18
- DOI
- https://doi.org/10.1016/j.echo.2025.08.008
- Citations
- 4
- Primary Topic
- Cardiovascular Function and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 5.55