Building intelligent alarm systems by combining mathematical models and inductive machine learning techniques. Part 2 - Sensitivity analysts

International Journal of Bio-Medical Computing

Volumn 42, Issue 3, 1996, Pages 165-179

  Muller B ^a   Hasman, A ^a,b   Blom, J A ^a,b  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

Anesthesia; Inductive machine learning; Intelligent alarm systems; Mathematical modeling; Mechanical ventilation; Respiratory mechanics

Indexed keywords

ALARM SYSTEMS; INTELLIGENT CONTROL; LEARNING SYSTEMS; MATHEMATICAL MODELS; PHYSIOLOGICAL MODELS; RESPIRATORY MECHANICS;

INDUCTIVE MACHINE LEARNING; INTELLIGENT ALARM SYSTEMS; VENTILATOR SETTINGS;

RESPIRATORS;

ALARM MONITORING; ARTICLE; ARTIFICIAL VENTILATION; COMPUTER MODEL; COMPUTER SIMULATION; EXPIRATORY FLOW RATE; INHALATION; LEARNING; MACHINE; MATHEMATICAL MODEL; MODEL; PATIENT CODING; PERFORMANCE; PRIORITY JOURNAL;

EID: 0030217876     PISSN: 00207101     EISSN: None     Source Type: Journal    
DOI: 10.1016/0020-7101(96)01210-X     Document Type: Article

References (5)

1. [1] Müller LM, Hasman A, Blom JA: Building intelligent alarm systems by combining mathematical models and inductive machine learning techniques, Int J Biomed Comput, 41 (1996) 107-124.
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3. [3] Van Meurs WL, Beneken JEW, Good ML, Lampotang S, Carovano jr. RG and Gravenstein JS: Physiologic model for the Gainesville Anesthesia Simulator. In Technology and Health Care, Abstracts of the Second European Conference On Engineering and Medicine, Stuttgart (Eds: U Faust and JEW Beneken), Elsevier Science, Amsterdam, 1993, pp. 174-175.
4. [4] Talmon JL: A multiclass nonparametric partitioning Algorithm, Pattern Recognition Letters, 4 (1986) 31-38.
5. [5] Van der Aa JJ: Intelligent alarms in anesthesia - A real time expert system application, Ph.D. thesis, Department of Electrical Engineering, Eindhoven University of Technology, 1990.