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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Détails bibliographiques
Auteurs principaux: Lin, Ying, Qian, Xiaoning, Krischer, Jeffrey, Vehik, Kendra, Lee, Hye-Seung, Huang, Shuai
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2014
Sujets:
Research Article
Accès en ligne: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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