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Yanrui Jin
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2020 – today
- 2024
- [j18]Yunqing Liu, Jinlei Liu, Yuanyuan Tian, Yanrui Jin, Zhiyuan Li
, Liqun Zhao, Chengliang Liu:
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs. Appl. Soft Comput. 154: 111340 (2024) - [j17]Yanrui Jin, Zhiyuan Li
, Yuanyuan Tian, Xiaoyang Wei, Chengliang Liu:
A self-supervised framework for computer-aided arrhythmia diagnosis. Appl. Soft Comput. 164: 112024 (2024) - [j16]Yanrui Jin, Chengjin Qin, Jinlei Liu, Yunqing Liu, Zhiyuan Li
, Chengliang Liu:
A novel deep wavelet convolutional neural network for actual ECG signal denoising. Biomed. Signal Process. Control. 87(Part A): 105480 (2024) - [j15]Xiaoyang Wei
, Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Mengxiao Wang, Liqun Zhao, Chengliang Liu:
Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks. Biomed. Signal Process. Control. 95: 106422 (2024) - [j14]Xiaoyang Wei
, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Weiping Ding, Chengliang Liu:
Differentiated knowledge distillation: Patient-specific single-sample personalization for electrocardiogram diagnostic models. Eng. Appl. Artif. Intell. 136: 108880 (2024) - [j13]Zhiyuan Li
, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu:
M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion. Eng. Appl. Artif. Intell. 136: 108890 (2024) - [j12]Ke Lin, Duantengchuan Li, Yanjie Li, Shiyu Chen, Qi Liu, Jianqi Gao, Yanrui Jin, Liang Gong:
TAG: Teacher-Advice Mechanism With Gaussian Process for Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12419-12433 (2024) - 2023
- [j11]Yunqing Liu
, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li
, Liqun Zhao, Chengliang Liu:
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. Appl. Intell. 53(21): 25562-25580 (2023) - [j10]Yanrui Jin, Zhiyuan Li
, Chengjin Qin, Jinlei Liu, Yunqing Liu
, Liqun Zhao, Chengliang Liu:
A novel attentional deep neural network-based assessment method for ECG quality. Biomed. Signal Process. Control. 79(Part): 104064 (2023) - [j9]Chengjin Qin
, Yanrui Jin, Zhinan Zhang, Honggan Yu, Jianfeng Tao, Hao Sun, Chengliang Liu:
Anti-noise diesel engine misfire diagnosis using a multi-scale CNN-LSTM neural network with denoising module. CAAI Trans. Intell. Technol. 8(3): 963-986 (2023) - [c6]Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Chengliang Liu, Liqun Zhao, Xiaoxue Yang:
A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring. FSDM 2023: 877-883 - [c5]Yanrui Jin, Zhiyuan Li
, Yuanyuan Tian, Mengxiao Wang, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang:
ECG Quality Assessment Framework by Using Attentional Convolution Neural Network. FSDM 2023: 891-897 - [c4]Yuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chenliang Liu:
Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset. FSDM 2023: 905-911 - [c3]Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang:
Interpretable Deep Learning Model for Identifying the Immediate Risk of Myocardial Infarction Complications. FSDM 2023: 918-924 - [c2]Xiaoyang Wei, Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Chengliang Liu:
An Interpretable Residual Neural Network for the Diagnosis of Myocardial Infarction. FSDM 2023: 938-943 - 2022
- [j8]Jinlei Liu, Yanrui Jin, Yunqing Liu
, Zhiyuan Li
, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu:
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. Comput. Biol. Medicine 150: 106110 (2022) - [j7]Yunqing Liu
, Chengjin Qin
, Jinlei Liu
, Yanrui Jin, Zhiyuan Li
, Chengliang Liu:
An efficient neural network-based method for patient-specific information involved arrhythmia detection. Knowl. Based Syst. 250: 109021 (2022) - [j6]Yanrui Jin
, Jinlei Liu
, Yunqing Liu
, Chengjin Qin
, Zhiyuan Li
, Dengyu Xiao
, Liqun Zhao
, Chengliang Liu
:
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - 2021
- [j5]Yunqing Liu
, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu:
Precise and efficient heartbeat classification using a novel lightweight-modified method. Biomed. Signal Process. Control. 68: 102771 (2021) - [j4]Yanrui Jin
, Qiang Feng, Xiping Zhang, Peili Lu, Jiaqi Shen, Yihui Tu, Zhiquan Wu:
Deep domain adversarial residual neural network for sustainable wind turbine cyber-physical system fault diagnosis. Softw. Pract. Exp. 51(11): 2128-2142 (2021) - [j3]Yanrui Jin
, Chengjin Qin
, Jinlei Liu
, Zhiyuan Li
, Haotian Shi
, Ke Lin
, Yunqing Liu
, Chengliang Liu
:
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - 2020
- [j2]Yanrui Jin, Chengjin Qin
, Yixiang Huang, Wenyi Zhao, Chengliang Liu:
Multi-domain modeling of atrial fibrillation detection with twin attentional convolutional long short-term memory neural networks. Knowl. Based Syst. 193: 105460 (2020) - [j1]Yanrui Jin, Chengjin Qin
, Jinlei Liu, Ke Lin
, Haotian Shi, Yixiang Huang, Chengliang Liu:
A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection. Knowl. Based Syst. 203: 106122 (2020)
2010 – 2019
- 2019
- [c1]Haotian Shi, Haoren Wang, Yanrui Jin, Liqun Zhao, Chengliang Liu:
Automated Heartbeat Classification Based on Convolutional Neural Network with Multiple Kernel Sizes. BigDataService 2019: 311-315
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