Result: Screening of Valvular Heart Disease Using Single-channel Electrocardiogram
Title:
Screening of Valvular Heart Disease Using Single-channel Electrocardiogram
Source:
Screening of Valvular Heart Disease Using Single-channel Electrocardiogram Analyzed With Machine Learning Models
Hata E, Seo C, Nakayama M, Iwasaki K, Ohkawauchi T, Ohya J. Classification of Aortic Stenosis Using ECG by Deep Learning and its Analysis Using Grad-CAM. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:1548-1551. doi: 10.1109/EMBC44109.2020.9175151.
Pandey A, Adedinsewo D. The Future of AI-Enhanced ECG Interpretation for Valvular Heart Disease Screening. J Am Coll Cardiol. 2022 Aug 9;80(6):627-630. doi: 10.1016/j.jacc.2022.05.034. No abstract available.
Hata E, Seo C, Nakayama M, Iwasaki K, Ohkawauchi T, Ohya J. Classification of Aortic Stenosis Using ECG by Deep Learning and its Analysis Using Grad-CAM. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:1548-1551. doi: 10.1109/EMBC44109.2020.9175151.
Pandey A, Adedinsewo D. The Future of AI-Enhanced ECG Interpretation for Valvular Heart Disease Screening. J Am Coll Cardiol. 2022 Aug 9;80(6):627-630. doi: 10.1016/j.jacc.2022.05.034. No abstract available.
Database:
ClinicalTrials.gov