Learning Time-Frequency Representations of Phonocardiogram for Murmur Detection. - Jae-Man Shin; Seong-Yong Park; Hyun-Seok Kim; Woo-Young Seo; Sung-Hoon Kim (CinC, 2022)

Enhancing the performance of premature ventricular contraction detection in unseen datasets through deep learning with denoise and contrast attention module. - Keewon Shin; Hyunjung Kim; Woo-Young Seo; Hyun-Seok Kim; Jae-Man Shin; Dong-Kyu Kim; Yong-Seok Park; Sung-Hoon Kim; Namkug Kim (Comput. Biol. Medicine, 2023)

Temporal convolutional neural network-based feature extraction and asynchronous channel information fusion method for heart abnormality detection in phonocardiograms. - Jae-Man Shin; Seongyong Park; Keewon Shin; Woo-Young Seo; Hyun-Seok Kim; Dong-Kyu Kim; Baehun Moon; Seul-Gi Cha; Won-Jung Shin; Sung-Hoon Kim (Comput. Methods Programs Biomed., 2025)