Comparison of manual sleep staging with automated neural network-based analysis in clinical practice

Medical and Biological Engineering and Computing

Volumn 44, Issue 1-2, 2006, Pages 105-110

  Caffarel, Jennifer ^a   Gibson, G John ^a   Harrison, J Phil ^a   Griffiths, Clive J ^a   Drinnan, Michael J ^a  

^a FREEMAN HOSPITAL   (United Kingdom)

Author keywords

Classification; Neural networks; Polysomnography; Sleep stages

Indexed keywords

BIOMEDICAL ENGINEERING; NEURAL NETWORKS; PHYSIOLOGY; SLEEP RESEARCH;

BLINDED HUMAN SCORER; POLYSOMNOGRAPHY; SLEEP APNOEA SYNDROME; SLEEP STAGES;

HUMAN ENGINEERING;

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATION; COMPARATIVE STUDY; COMPUTER PROGRAM; CONTROLLED STUDY; FEMALE; HUMAN; INTERRATER RELIABILITY; KAPPA STATISTICS; MAJOR CLINICAL STUDY; MALE; POLYSOMNOGRAPHY; REM SLEEP; SCORING SYSTEM; SLEEP APNEA SYNDROME; SLEEP PATTERN; SLEEP STAGE; SLEEP TIME; VALIDATION PROCESS; WAKEFULNESS;

ADULT; AUTOMATIC DATA PROCESSING; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MALE; MIDDLE AGED; NEURAL NETWORKS (COMPUTER); POLYSOMNOGRAPHY; SENSITIVITY AND SPECIFICITY; SINGLE-BLIND METHOD; SLEEP APNEA SYNDROMES; SLEEP STAGES;

EID: 33745455337     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-005-0002-4     Document Type: Article

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