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 · 245 citations

Sleep, Biosignal Processing, Hidden Markov Model +6

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 · 145 citations

Image Classification, Convolutional Neural Network, Image Analysis +14

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 · 138 citations

Engineering, Machine Learning, Biometrics +24

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 · 105 citations · Full text

Wearable System, Body Area Network, Physical Activity +23

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

Heart Failure, Engineering, Healthy Subjects +21