Predictive models to assess risk of type 2 diabetes, hypertension and comorbidity: Machine-learning algorithms and validation using national health data from Kuwait-a cohort study

BMJ Open

Volumn 3, Issue 5, 2013, Pages

  Farran, Bassam ^a   Channanath, Arshad Mohamed ^a   Behbehani, Kazem ^a   Thanaraj, Thangavel Alphonse ^a  

^a DASMAN DIABETES INSTITUTE   (Kuwait)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ARTICLE; ASIAN; CARDIOVASCULAR RISK; COHORT ANALYSIS; COMORBIDITY; CONTROLLED STUDY; DISEASE ASSOCIATION; DISEASE PREDISPOSITION; ETHNICITY; HOSPITAL; HUMAN; HYPERTENSION; K NEAREST NEIGHBOR; KUWAIT; LOGISTIC REGRESSION ANALYSIS; MACHINE LEARNING; MAJOR CLINICAL STUDY; MIGRATION; MULTIFACTOR DIMENSIONALITY REDUCTION; NON INSULIN DEPENDENT DIABETES MELLITUS; PREDICTIVE VALUE; PRIMARY HEALTH CARE; RETROSPECTIVE STUDY; RISK ASSESSMENT; SUPPORT VECTOR MACHINE;

EID: 84878459786     PISSN: None     EISSN: 20446055     Source Type: Journal    
DOI: 10.1136/bmjopen-2012-002457     Document Type: Article

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