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

OBJECTIVE: We build classification models and risk assessment tools for diabetes, hypertension and comorbidity using machine-learning algorithms on data from Kuwait. We model the increased proneness in diabetic patients to develop hypertension and vice versa. We ascertain the importance of ethnicity...

Descripción completa

Detalles Bibliográficos
Autores principales: Farran, Bassam, Channanath, Arshad Mohamed, Behbehani, Kazem, Thanaraj, Thangavel Alphonse
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2013
Materias:
Health Informatics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3657675/
https://www.ncbi.nlm.nih.gov/pubmed/23676796
http://dx.doi.org/10.1136/bmjopen-2012-002457

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3657675/
https://www.ncbi.nlm.nih.gov/pubmed/23676796
http://dx.doi.org/10.1136/bmjopen-2012-002457

Ejemplares similares