Liqun Zhao - Publications, H-index & Citations

Liqun Zhao

shanghai jiao tong university

24H指数

74论文数

1.6K被引数

收录论文 25

发表时间

Multi-task learning for multi-label electrocardiogram disease detection via point-level delineation-guided fusion 多任务学习用于多标签心电图疾病检测的点级描记引导融合

Engineering Applications of Artificial Intelligence

IF8

2025-08-05

PREAI

Mengxiao Wang; Yuanyuan Tian; Zhiyuan Li; Xiaoyang Wei; Yanrui Jin; Chengliang Liu; Liqun Zhao

An early warning method for arrhythmias in long-term ECGs based on self-supervised learning and LSTM 基于自监督学习和LSTM的长时程心电图心律失常早期预警方法

Knowledge-Based Systems

IF7.6

2025-07-21

PREAI

Zhiyuan Li; Yuanyuan Tian; Yanrui Jin; Xiaoyang Wei; Mengxiao Wang; Jinlei Liu; Liqun Zhao; Chengliang Liu

Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks 基于新型混合残差递归卷积神经网络的单导联ECG多标签自动诊断

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-09-01

PREAI

Wei, Xiaoyang; Li, Zhiyuan; Jin, Yanrui; Tian, Yuanyuan; Wang, Mengxiao; Zhao, Liqun; Liu, Chengliang

Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs

APPLIED SOFT COMPUTING

IF6.6

2024-03-01

PREAI

Liu, Yunqing; Liu, Jinlei; Tian, Yuanyuan; Jin, Yanrui; Li, Zhiyuan; Zhao, Liqun; Liu, Chengliang

Cardiologist-level interpretable knowledge-fused deep neural network for automatic arrhythmia diagnosis

COMMUNICATIONS MEDICINE

IF6.3

2024-02-28

OAAI

Jin, Yanrui; Li, Zhiyuan; Wang, Mengxiao; Liu, Jinlei; Tian, Yuanyuan; Liu, Yunqing; Wei, Xiaoyang; Zhao, Liqun; Liu, Chengliang

A novel lightweight computerized ECG interpretation approach based on clinical 12-lead data

SCIENCE CHINA-TECHNOLOGICAL SCIENCES

IF4.9

2023-12-18

PREAI

Liu, Yunqing; Qin, Chengjin; Liu, Jinlei; Jin, Yanrui; Li, Zhiyuan; Zhao, Liqun; Liu, Chengliang

A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning

APPLIED INTELLIGENCE

IF3.5

2023-08-09

PREAI

Liu, Yunqing; Liu, Jinlei; Qin, Chengjin; Jin, Yanrui; Li, Zhiyuan; Zhao, Liqun; Liu, Chengliang

A novel attentional deep neural network-based assessment method for ECG quality 一种新的基于注意力深度神经网络的心电质量评估方法

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-01-01

PREAI

Jin, Yanrui; Li, Zhiyuan; Qin, Chengjin; Liu, Jinlei; Liu, Yunqing; Zhao, Liqun; Liu, Chengliang

A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-11-01

PREAI

Liu, Jinlei; Jin, Yanrui; Liu, Yunqing; Li, Zhiyuan; Qin, Chengjin; Chen, Xiaojun; Zhao, Liqun; Liu, Chengliang

Multi-class 12-lead ECG automatic diagnosis based on a novel subdomain adaptive deep network

SCIENCE CHINA-TECHNOLOGICAL SCIENCES

IF4.9

2022-09-13

PREAI

Jin Yanrui; Li Zhiyuan; Liu Yunqing; Liu Jinlei; Qin Chengjin; Zhao Liqun; Liu Chengliang

A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2022-01-01

PREAI

Jin, Yanrui; Liu, Jinlei; Liu, Yunqing; Qin, Chengjin; Li, Zhiyuan; Xiao, Dengyu; Zhao, Liqun; Liu, Chengliang

Precise and efficient heartbeat classification using a novel lightweight-modified method

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2021-07-01

PREAI

Liu, Yunqing; Jin, Yanrui; Liu, Jinlei; Qin, Chengjin; Lin, Ke; Shi, Haotian; Tao, Jianfeng; Zhao, Liqun; Liu, Chengliang

A high-precision arrhythmia classification method based on dual fully connected neural network

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2020-04-01

PREAI

Wang, Haoren; Shi, Haotian; Lin, Ke; Qin, Chengjin; Zhao, Liqun; Huang, Yixiang; Liu, Chengliang

An incremental learning system for atrial fibrillation detection based on transfer learning and active learning

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2020-04-01

PREAI

Shi, Haotian; Wang, Haoren; Qin, Chengjin; Zhao, Liqun; Liu, Chengliang

miR-25 Promotes Cardiomyocyte Proliferation by Targeting FBXW7

MOLECULAR THERAPY-NUCLEIC ACIDS

IF0

2020-03-01

OAAI

Wang, Bei; Xu, Mengting; Li, Miaomiao; Wu, Fujian; Hu, Shijun; Chen, Xiangbo; Zhao, Liqun; Huang, Zheyong; Lan, Feng; Liu, Dong; Wang, Yongming

Automated heartbeat classification based on deep neural network with multiple input layers

KNOWLEDGE-BASED SYSTEMS

IF7.6

2020-01-01

PREAI

Shi, Haotian; Qin, Chengjin; Xiao, Dengyu; Zhao, Liqun; Liu, Chengliang

An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2019-12-18

PREAI

Wang, Haoren; Shi, Haotian; Chen, Xiaojun; Zhao, Liqun; Huang, Yixiang; Liu, Chengliang

A High Precision Real-time Premature Ventricular Contraction Assessment Method based on the Complex Feature Set

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2019-11-22

PREAI

Wang, Haoren; Shi, Haotian; Chen, Xiaojun; Zhao, Liqun; Huang, Yixiang; Liu, Chengliang

Inter-patient heartbeat classification based on region feature extraction and ensemble classifier

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2019-05-01

PREAI

Shi, Haotian; Wang, Haoren; Zhang, Fei; Huang, Yixiang; Zhao, Liqun; Liu, Chengliang

A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification 基于加权极值梯度提升的分层心电心跳分类方法

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2019-04-01

110

PREAI

Shi, Haotian; Wang, Haoren; Huang, Yixiang; Zhao, Liqun; Qin, Chengjin; Liu, Chengliang

研究方向