An expert system for automated recognition of patients with obstructive sleep apnea using electrocardiogram recordings

Expert Systems with Applications

Volumn 38, Issue 10, 2011, Pages 12880-12890

  Yildiz, Abdulnasir ^a   Akin, Mehmet ^a   Poyraz, Mustafa ^b  

^a DICLE UNIVERSITY   (Turkey)

^b FIRAT UNIVERSITY   (Turkey)

Author keywords

Discrete wavelet transform (DWT); ECG derived respiration (EDR); Fast Fourier transform (FFT); Heart rate variability (HRV); Least square support vector machine (LS SVM); Obstructive sleep apnea (OSA)

Indexed keywords

ECG-DERIVED RESPIRATION (EDR); FAST-FOURIER TRANSFORM (FFT); HEART RATE VARIABILITY (HRV); LEAST SQUARE SUPPORT VECTOR MACHINES; OBSTRUCTIVE SLEEP APNEA;

ALGORITHMS; DATA MINING; DISCRETE WAVELET TRANSFORMS; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; EXPERT SYSTEMS; FAST FOURIER TRANSFORMS; FEATURE EXTRACTION; HEART; PHYSIOLOGY; POWER SPECTRAL DENSITY; SPECTRAL DENSITY; SUPPORT VECTOR MACHINES;

SLEEP RESEARCH;

EID: 79957975941     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.04.080     Document Type: Article

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