Echocardiography Combined With Radiomics and Deep Transfer Learning to Diagnose Hypertrophic Cardiomyopathy and Other Etiologies of Left Ventricular Hypertrophy: A Multicenter Study Comparing the Performance With Echocardiologists
A fusion model combining radiomics and DTL features significantly improves the ability to distinguish HCM from other causes of LVH and has strong potential for clinical applications.
Authors
- Sensen Wang (ORCID: https://orcid.org/0009-0002-7662-1463)
- W. Tao (ORCID: https://orcid.org/0009-0008-4480-1033)
- Biaohu Liu (ORCID: https://orcid.org/0009-0004-5094-8067)
- Tao Yu (ORCID: https://orcid.org/0009-0007-4703-7299)
- Caiyun Xia (ORCID: https://orcid.org/0009-0002-5183-4331)
- Haixin Shao (ORCID: https://orcid.org/0009-0005-5684-3060)
- Jiangtao Wang (ORCID: https://orcid.org/0009-0005-3952-5079)
Institutions
- Wuhu Fourth People Hospital (CN)
- Zhejiang Hospital (CN)
- Wuhu No 1 People's Hospital (CN)
- The Affiliated Yongchuan Hospital of Chongqing Medical University (CN)
- First Affiliated Hospital of Wannan Medical College (CN)
- Chongqing Medical University (CN)
- Anhui University of Technology (CN)
Publication Details
- Journal
- Reviews in Cardiovascular Medicine
- Published
- 2025-11-26
- DOI
- https://doi.org/10.31083/rcm42800
- Primary Topic
- Cardiovascular Disease and Adiposity
- Type
- article
- Field-Weighted Citation Impact
- 0.00