Heart Sound Classification based on Fractional Fourier Transformation Entropy. - Yang Tan 003; Zhihua Wang; Kun Qian 003; Bin Hu 001; Shiliang Zhao; Björn W. Schuller; Yoshiharu Yamamoto (LifeTech, 2022)

Less is More: A Novel Feature Extraction Method for Heart Sound Classification via Fractal Transformation. - Cuiping Zhu; Zhonghao Zhao; Yang Tan 003; Mengkai Sun; Kun Qian 003; Tao Jiang; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (EMBC, 2023)

AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound Classification. - Yang Tan 003; Zhihua Wang; Kun Qian 003; Zhihao Bao; Zheyu Cao; Bin Hu 001; Yoshiharu Yamamoto; Björn W. Schuller (HealthCom, 2023)

An End-to-End Model for Mental Disorders Detection by Spontaneous Physical Activity Data. - Dewen Xu; Zhihua Wang; Tsuyoshi Kitajima; Toru Nakamura; Hiroko Shimura; Hiroki Takeuchi; Yang Tan 003; Runze Ge; Kun Qian 003; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (ICDM (Workshops), 2023)

A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era. - Zhao Ren; Yi Chang 004; Thanh Tam Nguyen; Yang Tan 003; Kun Qian 003; Björn W. Schuller (IEEE Comput. Intell. Mag., 2024)

An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis. - Fuze Tian; Haojie Zhang; Yang Tan 003; Lixian Zhu; Lin Shen; Kun Qian 003; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (IEEE J. Biomed. Health Informatics, 2025)

An AI-Assisted All-in-One Integrated Coronary Artery Disease Diagnosis System Using a Portable Heart Sound Sensor With an On-Board Executable Lightweight Model. - Haojie Zhang; Fuze Tian; Yang Tan 003; Lin Shen; Jingyu Liu 002; Jie Liu; Kun Qian 003; Yalei Han; Gong Su; Bin Hu 001; Björn W. Schuller; Yoshiharu Yamamoto (IEEE Trans. Mob. Comput., 2025)