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Multi-Task Learning to Identify Outcome-Specific Risk Factors that Distinguish Individual Micro and Macrovascular Complications of Type 2 Diabetes

Because deterioration in overall metabolic health underlies multiple complications of Type 2 Diabetes Mellitus, a substantial overlap among risk factors for the complications exists, and this makes the outcomes difficult to distinguish. We hypothesized each risk factor had two roles: describing the...

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Detalles Bibliográficos
Autores principales: Kim, Era, Pieczkiewicz, David S., Castro, M. Regina, Caraballo, Pedro J., Simon, Gyorgy J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961813/
https://www.ncbi.nlm.nih.gov/pubmed/29888055