Name
Runfa LI
Email
seu_22bkdzb@163.com
Phone
025-83793993
Address
江苏省南京市玄武区四牌楼2号
Researchgate
GoogleScholar

Research Interests


Education

2017-至今 东南大学 仪器科学与工程学院 测控技术与仪器

Published Papers

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.
[pdf]

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.
[pdf]

Detecting Depression from Speech through an Attentive LSTM Network
Yan ZHA†, Yue XIE,Ruiyu LIANG, Li ZHANG, Li ZHAO, Chengyu LIU
IEICE Transactions on Information and Systems, , 2021, 104(11): 2019-2023.
[pdf]

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]

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

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, 70: 1-11.
[pdf]

Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection
Xiangyu Zhang, Jianqing Li1,Zhipeng Cai,Li Zhang,Zhenghua Chen,Chengyu Liu
Medical & Biological Engineering & Computing, , 2021, 59(1): 165-173.
[pdf]

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, , 2020, 70: 1-10.
[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]

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 , and Cuntai Guan ,
IEEE Transactions on Neural Systems and Rehabilitation Engineering, , 2021, 29: 809-818.
[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]

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* and Feng Liu*
Frontiers in Physiology,, 2021, 12.
[pdf]

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

ANALYSIS OF PHOTOPLETHYSMOGRAPHIC MORPHOLOGY IN SLEEP APNEA SYNDROME PATIENTS USING CURVE FITTING AND SUPPORT VECTOR MACHINE
XINGE JIANG, SHOUSHUI WEI*, LINA ZHAO, FEIFEI LIU and CHENGYU LIU*
Journal of Mechanics in Medicine and Biology,, 2021, 21(05): 2140019.
[pdf]

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,, 2021, 12.
[pdf]

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

Influence of Ectopic Beats on Heart Rate Variability Analysis
Lina Zhao , Peng Li , Jianqing Li ,* and Chengyu Liu ,*
Entropy, , 2021, 23(6): 648.
[pdf]