A Rule-Based Prognostic Model for Type 1 Diabetes by Identifying and Synthesizing Baseline Profile Patterns

OBJECTIVE: To identify the risk-predictive baseline profile patterns of demographic, genetic, immunologic, and metabolic markers and synthesize these patterns for risk prediction. RESEARCH DESIGN AND METHODS: RuleFit is used to identify the risk-predictive baseline profile patterns of demographic, i...

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Detalhes bibliográficos
Main Authors: Lin, Ying, Qian, Xiaoning, Krischer, Jeffrey, Vehik, Kendra, Lee, Hye-Seung, Huang, Shuai
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4057076/
https://ncbi.nlm.nih.gov/pubmed/24926781
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0091095
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