Guanzheng Liu

A method to detect sleep apnea based on deep neural network and hidden Markov model using single-lead ECG signal

Kunyang Li, Weifeng Pan, Yifan Li et al. · Neurocomputing · 2018 · 248 citations

Medicine, Cardiology, Health Informatics +17

Multiscale Deep Neural Network for Obstructive Sleep Apnea Detection Using RR Interval From Single-Lead ECG Signal

Qi Shen, Hengji Qin, Keming Wei et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 147 citations

Engineering, Biomedical Engineering, Computer Science +17

A Sleep Apnea Detection Method Based on Unsupervised Feature Learning and Single-Lead Electrocardiogram

Kaicheng Feng, Hengji Qin, Shan Wu et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 141 citations

Computing, Health Informatics, Biomedical Signal Processing +16

Estimation of Respiration Rate from Three-Dimensional Acceleration Data Based on Body Sensor Network

Guanzheng Liu, Yanwei Guo, Qingsong Zhu et al. · Telemedicine Journal and e-Health · 2011 · 106 citations · Full text

Engineering, Health Informatics, Physiology +17

A New Approach to Detect Congestive Heart Failure Using Short-Term Heart Rate Variability Measures

Guanzheng Liu, Lei Wang, Qian Wang et al. · PLoS ONE · 2014 · 80 citations · Full text

Medicine, Cardiology, Biomedical Signal Processing +16