Beat-wise Uncertainty Learning for Murmur Detection in Heart Sounds. - Xingyao Wang 001; Foli Fan; Hongxiang Gao; Shuo Zhang 030; Chenxi Yang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

Lightweight Arrhythmia Detection Based on Momentum Contrast Learning. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Yuwei Zhang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2023)

Label decoupling strategy for 12-lead ECG classification. - Shuo Zhang 030; Yuwen Li 002; Xingyao Wang 001; Hongxiang Gao; Jianqing Li 002; Chengyu Liu 001 (Knowl. Based Syst., 2023)

Learning with Noisy Labels Using Hyperspherical Margin Weighting. - Shuo Zhang 030; Yuwen Li 002; Zhongyu Wang; Jianqing Li 002; Chengyu Liu 001 (AAAI, 2024)

Enhancing Gastrointestinal Stromal Tumor (GIST) Diagnosis: An Improved YOLOv8 Deep Learning Approach for Precise Mitotic Detection. - Haoxin Liang; Zhichun Li; Weijie Lin; Yuheng Xie; Shuo Zhang 030; Zhou Li; Hongyu Luo; Tian Li 012; Shuai Han (IEEE Access, 2024)

Improving ECG signal quality assessment through swin-transformer-based generative adversarial network. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Yuwen Li 002; Lina Zhao; Jianqing Li 002; Chengyu Liu 001 (Biomed. Signal Process. Control., 2024)

Student Loss: Towards the Probability Assumption in Inaccurate Supervision. - Shuo Zhang 030; Jianqing Li 002; Hamido Fujita; Yu-Wen Li 002; Deng-Bao Wang; Tingting Zhu 001; Min-Ling Zhang; Chengyu Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Minghui Zhao; Yu Liu; Lina Zhao; Tingting Zhu 001; Jianqing Li 002; Chengyu Liu 001 (Inf. Fusion, 2025)