ECG Quality Assessment Framework by Using Attentional Convolution Neural Network. - Yanrui Jin; Zhiyuan Li 013; Yuanyuan Tian 003; Mengxiao Wang; Xiaoyang Wei 001; Chengliang Liu 001; Xiaoxue Yang (FSDM, 2023)

A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring. - Zhiyuan Li 013; Yuanyuan Tian 003; Yanrui Jin; Xiaoyang Wei 001; Mengxiao Wang; Chengliang Liu 001; Liqun Zhao; Xiaoxue Yang (FSDM, 2023)

Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset. - Yuanyuan Tian 003; Xiaoyang Wei 001; Zhiyuan Li 013; Yanrui Jin; Mengxiao Wang; Liqun Zhao; Xiaoxue Yang; Chengliang Liu 001 (FSDM, 2023)

Interpretable Deep Learning Model for Identifying the Immediate Risk of Myocardial Infarction Complications. - Mengxiao Wang; Yanrui Jin; Zhiyuan Li 013; Xiaoyang Wei 001; Chengliang Liu 001; Xiaoxue Yang (FSDM, 2023)

An Interpretable Residual Neural Network for the Diagnosis of Myocardial Infarction. - Xiaoyang Wei 001; Mengxiao Wang; Yanrui Jin; Zhiyuan Li 013; Yuanyuan Tian 003; Chengliang Liu 001 (FSDM, 2023)

A self-supervised framework for computer-aided arrhythmia diagnosis. - Yanrui Jin; Zhiyuan Li 013; Yuanyuan Tian 003; Xiaoyang Wei 001; Chengliang Liu 001 (Appl. Soft Comput., 2024)

Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks. - Xiaoyang Wei 001; Zhiyuan Li 013; Yanrui Jin; Yuanyuan Tian 003; Mengxiao Wang; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2024)

M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion. - Zhiyuan Li 013; Yanrui Jin; Yuanyuan Tian 003; Jinlei Liu 001; Mengxiao Wang; Xiaoyang Wei 001; Liqun Zhao; Chengliang Liu 001 (Eng. Appl. Artif. Intell., 2024)

Differentiated knowledge distillation: Patient-specific single-sample personalization for electrocardiogram diagnostic models. - Xiaoyang Wei 001; Zhiyuan Li 013; Yuanyuan Tian 003; Mengxiao Wang; Jinlei Liu 001; Yanrui Jin; Weiping Ding 001; Chengliang Liu 001 (Eng. Appl. Artif. Intell., 2024)

Multi-task learning for multi-label electrocardiogram disease detection via point-level delineation-guided fusion. - Mengxiao Wang; Yuanyuan Tian 003; Zhiyuan Li 013; Xiaoyang Wei 001; Yanrui Jin; Chengliang Liu 001; Liqun Zhao (Eng. Appl. Artif. Intell., 2025)

BioCross: A cross-modal framework for unified representation of multi-modal biosignals with heterogeneous metadata fusion. - Mengxiao Wang; Zhiyuan Li 013; Yuanyuan Tian 003; Xiaoyang Wei 001; Yanrui Jin; Chengliang Liu 001 (Inf. Fusion, 2025)

An early warning method for arrhythmias in long-term ECGs based on self-supervised learning and LSTM. - Zhiyuan Li 013; Yuanyuan Tian 003; Yanrui Jin; Xiaoyang Wei 001; Mengxiao Wang; Jinlei Liu 001; Liqun Zhao; Chengliang Liu 001 (Knowl. Based Syst., 2025)

EDDM: A Novel ECG Denoising Method Using Dual-Path Diffusion Model. - Zhiyuan Li 013; Yuanyuan Tian 003; Yanrui Jin; Xiaoyang Wei 001; Mengxiao Wang; Jinlei Liu 001; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2025)