Yang Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Physiological Signals

Weakly Supervised

Top Venues

Pattern Recognit.

IEEE J. Biomed. Health Informatics

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)
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)
Yang Liu, Kuanquan Wang, Qince Li, Runnan He, Yongfeng Yuan, Henggui Zhang
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network. CoRR (2020)
Yang Liu, Kuanquan Wang, Yongfeng Yuan, Qince Li, Yacong Li, Yongpeng Xu, Henggui Zhang
Multi-Label Classification of 12-lead ECGs by Using Residual CNN and Class-Wise Attention. CinC (2020)
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)
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)
Cunjin Luo, Kuanquan Wang, Henggui Zhang, Yang Liu, Yong Xia
Computer-based Assessment of the Effects of Amiodarone on Short QT Syndrome Variant 1 in Human Ventricles. CinC (2017)
Cunjin Luo, Kuanquan Wang, Henggui Zhang, Yang Liu, Yong Xia
Effects of Quinidine on Short QT Syndrome Variant 2 in the Human Ventricles: a Modelling Study. CinC (2017)
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)