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Personalized Predictive Modeling and Risk Factor Identification using Patient Similarity

Personalized predictive models are customized for an individual patient and trained using information from similar patients. Compared to global models trained on all patients, they have the potential to produce more accurate risk scores and capture more relevant risk factors for individual patients....

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Detalles Bibliográficos
Autores principales: Ng, Kenney, Sun, Jimeng, Hu, Jianying, Wang, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525240/
https://www.ncbi.nlm.nih.gov/pubmed/26306255