An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals - Song, Changyue; Liu, Kaibo; Zhang, Xi; Chen, Lili; Xian, Xiaochen (IEEE transactions on biomedical engineering, 2016)
Keywords: Adult; Algorithms; Automation; Biomedical measurement; Diagnosis; Disorders; Electrocardiogram (ECG); Electrocardiography; Electrocardiography - methods; Feature extraction; hidden Markov model (HMM); Hidden Markov models; Humans; Markov analysis; Markov Chains; Markov models; Markov processes; Mathematical models; Middle Aged; obstructive sleep apnea (OSA); Signal Processing, Computer-Assisted; Sleep; Sleep apnea; Sleep Apnea, Obstructive - diagnosis; Support Vector Machine; temporal dependence; hidden Markov model (HMM); Electrocardiogram (ECG); obstructive sleep apnea (OSA); temporal dependence