Constructing a novel mortality prediction model with Bayes theorem and genetic algorithm

Expert Systems with Applications

Volumn 38, Issue 7, 2011, Pages 7924-7928

  Chan, Chien Lung ^a   Ting, Hsien Wei ^a,b  

^a YUAN ZE UNIVERSITY   (Taiwan)

^b TAIPEI HOSPITAL   (Taiwan)

Author keywords

Bayesian statistical model; Genetic algorithm; Intensive care unit; Mortality prediction model; Simplified Acute Physiology System 2nd version

Indexed keywords

BAYES THEOREM; BAYESIAN; BAYESIAN STATISTICAL MODEL; BINARY DATA; CONTINUOUS DATA; GA (GENETIC ALGORITHM); HEALTH CARE PROFESSIONALS; INTENSIVE CARE; INTENSIVE CARE RESOURCES; MEDICAL SYSTEMS; MORTALITY PREDICTION MODEL; MORTALITY RATE; NEW MODEL; OPTIMAL WEIGHT; PREDICTION MODEL; SCORING SYSTEMS; SIMPLIFIED ACUTE PHYSIOLOGY SYSTEM 2ND VERSION; TRAINING DATA;

BAYESIAN NETWORKS; FORECASTING; GENETIC ALGORITHMS; HEALTH CARE; INTENSIVE CARE UNITS; PHYSIOLOGY;

MATHEMATICAL MODELS;

EID: 79952448532     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.10.094     Document Type: Article

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