Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system

Artificial Intelligence in Medicine

Volumn 36, Issue 2, 2006, Pages 159-176

  Nilsson, Markus ^a   Funk, Peter ^a   Olsson, Erik M G ^b   Von Schéele, Bo ^c,d   Xiong, Ning ^a  

^a MÄLARDALEN UNIVERSITY   (Sweden)

^b UPPSALA UNIVERSITY   (Sweden)

^c Institute for Psychophysiological Behavioral Medicine   (Sweden)

^d PBM Stress Medicine Systems AB   (Sweden)

Author keywords

Case based classification; Decision support; Knowledge discovery; Respiratory sinus arrhythmia; Wavelet retrieval

Indexed keywords

DIAGNOSIS; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS; PATIENT TREATMENT; PATTERN RECOGNITION; TIME SERIES ANALYSIS;

CASE-BASED CLASSIFICATION; RESPIRATORY SINUS ARRHYTHMIA; WAVELET RETRIEVAL;

DECISION SUPPORT SYSTEMS;

BREATHING PATTERN; BREATHING RATE; CLINICAL DECISION MAKING; COMPUTER ANALYSIS; COMPUTER ASSISTED DIAGNOSIS; CONFERENCE PAPER; DECISION SUPPORT SYSTEM; DIAGNOSTIC APPROACH ROUTE; DIAGNOSTIC REASONING; DIAGNOSTIC TEST; HEART RATE AND RHYTHM; HEART RATE VARIABILITY; PATTERN RECOGNITION; PRIORITY JOURNAL; PSYCHOSOMATIC DISORDER; SIGNAL DETECTION;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEMS, CLINICAL; DIAGNOSIS, COMPUTER-ASSISTED; HEART RATE; HUMANS; RESPIRATION; STRESS DISORDERS, TRAUMATIC;

EID: 32644460132     PISSN: 09333657     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.artmed.2005.04.004     Document Type: Conference Paper

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