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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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Detalhes bibliográficos
Publicado no:AMIA Jt Summits Transl Sci Proc
Main Authors: Kim, Era, Pieczkiewicz, David S., Castro, M. Regina, Caraballo, Pedro J., Simon, Gyorgy J.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5961813/
https://ncbi.nlm.nih.gov/pubmed/29888055
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