Jinlei Liu

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
An early warning method for arrhythmias in long-term ECGs based on self-supervised learning and LSTM.
Knowl. Based Syst.
Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Liqun Zhao, Chengliang Liu
2025 J jnl
EDDM: A Novel ECG Denoising Method Using Dual-Path Diffusion Model.
IEEE Trans. Instrum. Meas.
Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Chengliang Liu
2024 J jnl
A novel deep wavelet convolutional neural network for actual ECG signal denoising.
Biomed. Signal Process. Control.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Yunqing Liu, Zhiyuan Li, Chengliang Liu
2024 J jnl
Differentiated knowledge distillation: Patient-specific single-sample personalization for electrocardiogram diagnostic models.
Eng. Appl. Artif. Intell.
Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Weiping Ding, Chengliang Liu
2024 J jnl
Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data.
IEEE Trans. Instrum. Meas.
Yunqing Liu, Chengjin Qin, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2024 J jnl
M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion.
Eng. Appl. Artif. Intell.
Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu
2024 J jnl
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs.
Appl. Soft Comput.
Yunqing Liu, Jinlei Liu, Yuanyuan Tian, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2023 J jnl
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning.
Appl. Intell.
Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2023 J jnl
A novel attentional deep neural network-based assessment method for ECG quality.
Biomed. Signal Process. Control.
Yanrui Jin, Zhiyuan Li, Chengjin Qin, Jinlei Liu, Yunqing Liu, Liqun Zhao, Chengliang Liu
2022 J jnl
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection.
IEEE Trans. Instrum. Meas.
Yanrui Jin, Jinlei Liu, Yunqing Liu, Chengjin Qin, Zhiyuan Li, Dengyu Xiao, Liqun Zhao, Chengliang Liu
2022 J jnl
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks.
Comput. Biol. Medicine
Jinlei Liu, Yanrui Jin, Yunqing Liu, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu
2022 J jnl
An efficient neural network-based method for patient-specific information involved arrhythmia detection.
Knowl. Based Syst.
Yunqing Liu, Chengjin Qin, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Chengliang Liu
2021 J jnl
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples.
IEEE Trans. Instrum. Meas.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Zhiyuan Li, Haotian Shi, Ke Lin, Yunqing Liu, Chengliang Liu
2021 J jnl
Precise and efficient heartbeat classification using a novel lightweight-modified method.
Biomed. Signal Process. Control.
Yunqing Liu, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu
2020 J jnl
A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection.
Knowl. Based Syst.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Ke Lin, Haotian Shi, Yixiang Huang, Chengliang Liu