Using artificial neural networks for classifying ICU patient states

IEEE Engineering in Medicine and Biology Magazine

Volumn 16, Issue 6, 1997, Pages 41-47

  Van Gils, Mark ^a,d,e,f,g   Jansen, H ^b   Nieminen, K ^c,d   Summers, R ^b,d,h,i   Weller, P R ^b,d,j  

^a VTT TECHNICAL RESEARCH CENTRE OF FINLAND   (Finland)

^b CITY UNIVERSITY   (United Kingdom)

^c KUOPIO UNIVERSITY HOSPITAL   (Finland)

^d Technical University of Eindhoven ^*

^e EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^f NATIONAL INSTITUTE ON AGING   (United States)

^g AALTO UNIVERSITY   (Finland)

^h UNIVERSITY OF EAST LONDON   (United Kingdom)

ⁱ IFAC   (Italy)

^j The Open University

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Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION NETWORKS; BIOSIGNAL INTERPRETATION; CLINICAL ANNOTATIONS; DATA LIBRARY; SELF ORGANIZING MAPS;

BACKPROPAGATION; COMPUTER AIDED DIAGNOSIS; DATA PROCESSING; DECISION MAKING; HEMODYNAMICS; INTENSIVE CARE UNITS; MEDICAL PROBLEMS; NEURAL NETWORKS; PATIENT MONITORING;

MEDICAL COMPUTING;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CLINICAL PATHWAY; COMPUTER ASSISTED DIAGNOSIS; DATA ANALYSIS; INTENSIVE CARE; MEDICAL DECISION MAKING;

DATA COLLECTION; DIAGNOSIS, COMPUTER-ASSISTED; FINLAND; HEART FAILURE, CONGESTIVE; HUMANS; INCIDENCE; INTENSIVE CARE; NEURAL NETWORKS (COMPUTER); NONLINEAR DYNAMICS; SEPSIS; SHOCK; SYSTEMS INTEGRATION;

EID: 0031282276     PISSN: 07395175     EISSN: None     Source Type: Journal    
DOI: 10.1109/51.637116     Document Type: Article

References (8)

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