A rule-based prognostic model for type 1 diabetes by identifying and synthesizing baseline profile patterns.

A rule-based prognostic model for type 1 diabetes by identifying and synthesizing baseline profile patterns.

<h4>Objective</h4>To identify the risk-predictive baseline profile patterns of demographic, genetic, immunologic, and metabolic markers and synthesize these patterns for risk prediction.<h4>Research design and methods</h4>RuleFit is used to identify the risk-predictive baseli...

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Autores principales: Ying Lin, Xiaoning Qian, Jeffrey Krischer, Kendra Vehik, Hye-Seung Lee, Shuai Huang
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2014
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/5156fdb58a494ee4b3911c582601325f
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