Runnan He

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Convolutional Neural Network

Weakly Supervised

Automatic Detection

Top Venues

Medical Biol. Eng. Comput.

Publications

Qince Li, Yang Liu, Ze Zhang, Jun Liu, Yongfeng Yuan, Kuanquan Wang, Runnan He
Learning with incomplete labels of multisource datasets for ECG classification. Pattern Recognit. 150 (2024)
Zijian Ding, Guijin Wang, Huazhong Yang, Ping Zhang, Dapeng Fu, Zhen Yang, Xinkang Wang, Xia Wang, Zhourui Xia, Chiming Zhang, Wenjie Cai, Binhang Yuan, Dongya Jia, Bo Chen, Chengbin Huang, Jing Zhang, Yi Li, Shan Yang, Runnan He
A community effort to assess and improve computerized interpretation of 12-lead resting electrocardiogram. Medical Biol. Eng. Comput. 60 (1) (2022)
Runnan He, Yang Liu, Kuanquan Wang, Na Zhao, Yongfeng Yuan, Qince Li, Henggui Zhang
Automatic Detection of QRS Complexes Using Dual Channels Based on U-Net and Bidirectional Long Short-Term Memory. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Renxing Zhao, Runnan He
ECG-Based Arrhythmia Detection Using Attention-Based Convolutional Neural Network. ICPCSEE (1) (2021)
Yang Liu, Qince Li, Kuanquan Wang, Runnan He, Zhongquan Dai, Hongyu Zhang, Chengyu Liu, Qianying Ma, Yongfeng Yuan, Chengjia Yang, Yinghui Li, Henggui Zhang
Effects of long-term fasting and confinement on the cardiovascular activity. Medical Biol. Eng. Comput. 59 (9) (2021)
Yang Liu, Kuanquan Wang, Qince Li, Runnan He, Yongfeng Yuan, Henggui Zhang
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network. CoRR (2020)
Runnan He, Kuanquan Wang, Na Zhao, Qiang Sun, Yacong Li, Qince Li, Henggui Zhang
Automatic Classification of Arrhythmias by Residual Network and BiGRU With Attention Mechanism. CinC (2020)
Na Zhao, Qince Li, Kevin Zhang, Kuanquan Wang, Runnan He, Yongfeng Yuan, Henggui Zhang
Heart failure-induced atrial remodelling promotes electrical and conduction alternans. PLoS Comput. Biol. 16 (7) (2020)
Xiaohan Sun, Qince Li, Kuanquan Wang, Runnan He, Henggui Zhang
A Novel Method for ECG Paper Records Digitization. CinC (2019)
Na Zhao, Qince Li, Kuanquan Wang, Runnan He, Yongfeng Yuan, Henggui Zhang
Effect of Blocking IKur on the Genesis of Action Potential Alternans in Canine Atrium. CinC (2019)
Yang Liu, Runnan He, Kuanquan Wang, Qince Li, Qiang Sun, Na Zhao, Henggui Zhang
Automatic Detection of ECG Abnormalities by Using an Ensemble of Deep Residual Networks with Attention. MLMECH/CVII-STENT@MICCAI (2019)
Runnan He, Yang Liu, Kuanquan Wang, Na Zhao, Yongfeng Yuan, Qince Li, Henggui Zhang
Automatic Cardiac Arrhythmia Classification Using Combination of Deep Residual Network and Bidirectional LSTM. IEEE Access 7 (2019)
Na Zhao, Yimen Du, Kuanquan Wang, Runnan He, Henggui Zhang, Qince Li
A Mathematical Model of Action Potential in Rat Atrial Cells. CinC (2019)
Yang Liu, Runnan He, Kuanquan Wang, Qince Li, Qiang Sun, Na Zhao, Henggui Zhang
Automatic Detection of ECG Abnormalities by using an Ensemble of Deep Residual Networks with Attention. CoRR (2019)
Runnan He, Kuanquan Wang, Yang Liu, Na Zhao, Yongfeng Yuan, Qince Li, Henggui Zhang
Identification of Arousals With Deep Neural Networks Using Different Physiological Signals. CinC (2018)
Runnan He, Kuanquan Wang, Qince Li, Yongfeng Yuan, Na Zhao, Yang Liu, Henggui Zhang
A novel method for the detection of R-peaks in ECG based on K-Nearest Neighbors and Particle Swarm Optimization. EURASIP J. Adv. Signal Process. 2017 (2017)
Yang Liu, Kuanquan Wang, Qince Li, Runnan He, Yong Xia, Zhen Li, Hao Liu, Henggui Zhang
Diagnosis of AF Based on Time and Frequency Features by using a Hierarchical Classifier. CinC (2017)
Runnan He, Kuanquan Wang, Qince Li, Zhiqiang Sheng, Na Zhao, Henggui Zhang
Classification of Heart Sound Signals Based on AR Model. CinC (2016)
Na Zhao, Qince Li, Kuanquan Wang, Yong Xia, Runnan He, Xiangyun Bai, Henggui Zhang
Effect of Heart Failure-induced Electrical Remodeling on the Initiation of Atrial Arrhythmias. CinC (2016)
Runnan He, Henggui Zhang, Kuanquan Wang, Yongfeng Yuan, Qince Li, Jiabin Pan, Zhiqiang Sheng, Na Zhao
Reducing False Arrhythmia Alarms in the ICU Using Novel Signal Quality Indices Assessment Method. CinC (2015)