Zhengling He

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Ensemble Learning

Physiological Parameters

Convolutional Neural Network

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Zhengling He, Minfang Tang, Peng Wang, Lidong Du, Xianxiang Chen, Gang Cheng, Zhen Fang
Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG. Biomed. Signal Process. Control. 81 (2023)
Zhengling He, Lidong Du, Peng Wang, Pan Xia, Zhe Liu, Yuanlin Song, Xianxiang Chen, Zhen Fang
Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation. Comput. Biol. Medicine 149 (2022)
Minfang Tang, Zhiwei Zhang, Zhengling He, Weisong Li, Xiuying Mou, Lidong Du, Peng Wang, Zhan Zhao, Xianxiang Chen, Xiaoran Li, Hongbo Chang, Zhen Fang
Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG. Biomed. Signal Process. Control. 75 (2022)
Zhengling He, Lidong Du, Song Du, Bin Wu, Zhiqi Fan, Binmu Xin, Xianxiang Chen, Zhen Fang, Jiexin Liu
Machine learning for the early prediction of head-up tilt testing outcome. Biomed. Signal Process. Control. 69 (2021)
Pan Xia, Zhengling He, Yusi Zhu, Zhongrui Bai, Xianya Yu, Yuqi Wang, Fanglin Geng, Lidong Du, Xianxiang Chen, Peng Wang, Zhen Fang
A Novel Multi-Scale Convolutional Neural Network for Arrhythmia Classification on Reduced-Lead ECGs. CinC (2021)
Zhengling He, Pengfei Zhang, Lirui Xu, Zhongrui Bai, Hao Zhang, Weisong Li, Pan Xia, Xianxiang Chen
A Novel Convolutional Neural Network for Arrhythmia Detection From 12-lead Electrocardiograms. CinC (2020)
Zhengling He, Xianxiang Chen, Zhen Fang, Weidong Yi, Chenshuo Wang, Li Jiang, Zhongkai Tong, Zhongrui Bai, Yueqi Li, Yichen Pan
Early Sepsis Prediction Using Ensemble Learning with Features Extracted from LSTM Recurrent Neural Network. CinC (2019)
Zhongkai Tong, Xianxiang Chen, Zhengling He, Kai Tong, Zhen Fang, Xianlong Wang
Emotion Recognition Based on Photoplethysmogram and Electroencephalogram. COMPSAC (2) (2018)
Minfang Tang, Xianxiang Chen, Zhan Zhao, Zhengling He, Zhen Fang
Wavelet-Based Real-time Monitoring of Multi-Physiological Parameters on a Portable Embedded Platform. ICIA (2018)
Zhengling He, Xianxiang Chen, Zhen Fang, Minfang Tang, Junxia Li, Shanhong Xia
Cuff-less blood pressure estimation using Kalman filter on android platform. Healthcom (2017)
Lipeng Fang, Xianxiang Chen, Zhen Fang, Kai Tong, Jiankang Liu, Zhengling He, Junxia Li
Multi-parameter health monitoring watch. Healthcom (2017)