Journal article in 2021


Temporal-Framing Adaptive Network for Heart Sound Segmentation without Prior Knowledge of State Duration
Wang Xingyao, Liu Chengyu*, Li Yuwen, Cheng Xianghong, Li Jianqing, Clifford Gari
IEEE Transactions on Biomedical Engineering, 2020, 68(2): 650-663.

Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection
Xiangyu Zhang · Jianqing Li · Zhipeng Cai · Li Zhang · Zhenghua Chen · Chengyu Liu
Medical & Biological Engineering & Computing, (2021)59
[pdf]

Influence of Ectopic Beats on Heart Rate Variability Analysis
Lina Zhao, Peng Li, Jianqing Li* & Chengyu Liu*
Entropy, 2021, 23.6: 648

Frontal Alpha EEG Asymmetry Variation of Depression Patients Assessed by Entropy Measures and Lemple–Ziv Complexity
Lulu Zhao, Licai Yang*, Baimin Li, Zhonghua Su & Chengyu Liu*
Journal of Medical and Biological Engineering, 2021, 41(2): 146-154

Integration of results from convolutional neural network in a support vector machine for the detection of atrial fibrillation.
Caiyun Ma, Shoushui Wei, Tongshuai Chen, Jingquan Zhong, Zhenhua Liu and Chengyu Liu
IEEE Transactions on Instrumentation and Measurement, 70

Variations of Time Irreversibility of Heart Rate Variability Under Normobaric Hypoxic Exposure
Yang Li, Jianqing Li*, Jian Liu, Yong Xue, Zhengtao Cao* and Chengyu Liu*
Frontiers in Physiology, 12:607356

Determination of Parameters for an Entropy-Based Atrial Fibrillation Detector
Lina Zhao, Jianqing Li, Xiangkui Wan, Shoushui Wei, Chengyu Liu*
Entropy, 2021,23(9): 1199

Effects of long-term fasting and confinement on the cardiovascular activity
Yang Liu, Qince Li*, Kuanquan Wang, Runnan He, Zhongquan Dai, Hongyu Zhang, Chengyu Liu, Qianying Ma, Yongfeng Yuan, Chengjia Yang, Yinghui Li, Henggui Zhang*
Medical & Biological Engineering & Computing, 2021: 1-15

Decreased sample entropy during sleep-to-wake transition in sleep apnea patients
Xueyu Liang, Jinle Xiong, Zhengtao Cao*, Xingyao Wang, Jianqing Li, Chengyu Liu*
Physiological Measurement, 2021, 42(4): 044001

An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Emadeldeen Eldele, Zhenghua Chen, Chengyu Liu, Min Wu*, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021, 29: 809-818

Multi-label Classification of Arrhythmia for Long-term Electrocardiogram Signals with Feature Learning
Yuwen Li, Zhimin Zhang*, Fan Zhou, Yantao Xing, Jianqing Li, Chengyu Liu*
IEEE Transactions on Instrumentation and Measurement, 2021

A wearable real-time telemonitoring electrocardiogram device compared with traditional Holter monitoring
Qin Shen, Jianqing Li*, Chang Cui, Xingyao Wang, Hongxiang Gao, Chengyu Liu, Minglong Chen*
Journal of Biomedical Research, 2021, 35(3): 238

ANALYSIS OF PHOTOPLETHYSMOGRAPHIC MORPHOLOGY IN SLEEP APNEA SYNDROME PATIENTS USING CURVE FITTING AND SUPPORT VECTOR MACHINE
Xinge Jiang, ShouShui Wei*, Lina Zhao, Feifei Liu, Chengyu Liu*
Journal of Mechanics in Medicine and Biology, 2021: 2140019

Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech
Yan Zhao, Zhenlin Liang, Jing Du, Li Zhang, Chengyu Liu, Li Zhao*
Frontiers in Neurorobotics, 2021: 111

Recurrence Plot-Based Approach for Cardiac Arrhythmia Classification Using Inception-ResNet-v2
Hua Zhang, Chengyu Liu, Zhimin Zhang, Yujie Xing, Xinwen Liu, Ruiqing Dong, Yu He, Ling Xia*, Feng Liu*
Frontiers in Physiology, 2021, 12

An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration
Kejun Dong, Li Zhao*, Zhipeng Cai, Yuwen Li, Jianqing Li, Chengyu Liu*
Computers in Biology and Medicine, 2021, 135: 104593

A novel single-lead handheld atrial fibrillation detection system
Ying Li, Jianqing Li∗ , Chenxi Yang, Yantao Xing and Chengyu Liu∗
Physiological Measurement, , 2021, 42(11): 114001.
[pdf]

Determination of Parameters for an Entropy-Based Atrial Fibrillation Detector
Lina Zhao 1, Jianqing Li *, Xiangkui Wan , Shoushui Wei and Chengyu Liu *
Entropy, , 2021, 23(9): 1199.
[pdf]

Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method
Jiashuai Wang , Dianguo Cao ,* , Jinqiang Wang and Chengyu Liu
Sensors,, 2021, 21(18): 6147
[pdf]

An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors
Zhenghua Chen , Min Wu , Wei Cui, Chengyu Liu , and Xiaoli Li
IEEE Journal of Biomedical and Health Informatics, , 2020, 25(9): 3270-3277.
[pdf]

Efects of long‑term fasting and confnement on the cardiovascular activity
Yang Liu ,Qince Li1, Kuanquan Wang , Runnan He, Zhongquan Dai, Hongyu Zhang, Chengyu Liu, Qianying Ma, Yongfeng Yuan, Chengjia Yang,·Yinghui Li,Henggui Zhang,
Medical & Biological Engineering & Computing, , 2021, 59(9): 1901-1915.
[pdf]

An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration
Kejun Dong , Li Zhao **, Zhipeng Cai , Yuwen Li , Jianqing Li , Chengyu Liu *
Computers in Biology and Medicine, , 2021, 135: 104593.
[pdf]

Convolutional squeeze-and-excitation network for ECG arrhythmia detection
Rongjun Ge , Tengfei Shen , Ying Zhou , Chengyu Liu * , Libo Zhang , Benqiang Yang , Ying Yan , Jean-Louis Coatrieux , Yang Chen
Artificial Intelligence in Medicine, , 2021, 121: 102181.
[pdf]

An Open-Access Database for the Evaluation of Cardio-Mechanical Signals From Patients With Valvular Heart Diseases
Chenxi Yang *, Foli Fan , Nicole Aranoff, Philip Green , Yuwen Li , Chengyu Liu * , Negar Tavassolian *
Frontiers in Physiology, , 2021, 12.
[pdf]

Frontal Alpha EEG Asymmetry Variation of Depression Patients Assessed by Entropy Measures and Lemple-Ziv Complexity
Lulu Zhao, Licai Yang*, Baimin Li, Zhonghua Su, Chengyu Liu*
Journal of Medical and Biological Engineering, 41(2): 146-154
[pdf]

Back to Publication