Fine-Grained Sleep Apnea Detection Method from Multichannel Ballistocardiogram Using Convolution Neural Network

• Published in: 东华大学学报（英文版） Vol. 40; no. 2; pp. 185 - 192
• Main Authors: HUANG Yongfeng, HUANG Qihong, SUN Chenxi, YANG Shuchen, ZHANG Zhiming
• Format: Journal Article
• Language: English
• Published: School of Computer Science and Technology,Donghua University,Shanghai 201620,China%Shanghai Yueyang Medtech Co.,Ltd.,Shanghai 201203,China 01.04.2023
• Subjects: deep learning; convolution neural network(CNN); sleep apnea; ballistocardiogram

TP399; Sleep apnea is a common health condition that can affect numerous aspects of life and may cause a lot of health problems especially in the middle-aged and elderly population.Polysomnography(PSG),as the gold standard,is an expensive and inconvenient way to diagnose sleep apnea.However,ballisto...