A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection. - Yanrui Jin; Chengjin Qin; Jinlei Liu 001; Ke Lin 001; Haotian Shi; Yixiang Huang; Chengliang Liu 001 (Knowl. Based Syst., 2020)

Precise and efficient heartbeat classification using a novel lightweight-modified method. - Yunqing Liu; Yanrui Jin; Jinlei Liu 001; Chengjin Qin; Ke Lin 001; Haotian Shi; Jianfeng Tao; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2021)

A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples. - Yanrui Jin; Chengjin Qin; Jinlei Liu 001; Zhiyuan Li 013; Haotian Shi; Ke Lin 001; Yunqing Liu; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2021)

A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. - Jinlei Liu 001; Yanrui Jin; Yunqing Liu; Zhiyuan Li 013; Chengjin Qin; Xiaojun Chen 003; Liqun Zhao; Chengliang Liu 001 (Comput. Biol. Medicine, 2022)

An efficient neural network-based method for patient-specific information involved arrhythmia detection. - Yunqing Liu; Chengjin Qin; Jinlei Liu 001; Yanrui Jin; Zhiyuan Li 013; Chengliang Liu 001 (Knowl. Based Syst., 2022)

A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. - Yanrui Jin; Jinlei Liu 001; Yunqing Liu; Chengjin Qin; Zhiyuan Li 013; Dengyu Xiao; Liqun Zhao; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2022)

A novel attentional deep neural network-based assessment method for ECG quality. - Yanrui Jin; Zhiyuan Li 013; Chengjin Qin; Jinlei Liu 001; Yunqing Liu; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2023)

A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. - Yunqing Liu; Jinlei Liu 001; Chengjin Qin; Yanrui Jin; Zhiyuan Li 013; Liqun Zhao; Chengliang Liu 001 (Appl. Intell., 2023)

Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs. - Yunqing Liu; Jinlei Liu 001; Yuanyuan Tian 003; Yanrui Jin; Zhiyuan Li 013; Liqun Zhao; Chengliang Liu 001 (Appl. Soft Comput., 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)

Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data. - Yunqing Liu; Chengjin Qin; Yuanyuan Tian 003; Mengxiao Wang; Jinlei Liu 001; Yanrui Jin; Zhiyuan Li 013; Liqun Zhao; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2024)

A novel deep wavelet convolutional neural network for actual ECG signal denoising. - Yanrui Jin; Chengjin Qin; Jinlei Liu 001; Yunqing Liu; Zhiyuan Li 013; Chengliang Liu 001 (Biomed. Signal Process. Control., 2024)

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)