Constraint based temporal event sequence mining for Glioblastoma survival prediction.

Malhotra, Kunal; Navathe, Shamkant B; Chau, Duen Horng; Hadjipanayis, Costas; Sun, Jimeng

Malhotra, Kunal; Navathe, Shamkant B; Chau, Duen Horng; Hadjipanayis, Costas; Sun, Jimeng.

Afiliação

Malhotra K; College of Computing, Georgia Institute of Technology, Atlanta, GA, USA.
Navathe SB; College of Computing, Georgia Institute of Technology, Atlanta, GA, USA.
Chau DH; College of Computing, Georgia Institute of Technology, Atlanta, GA, USA.
Hadjipanayis C; Department of Neurosurgery, Emory University School of Medicine, Atlanta, GA, USA; Winship Cancer Institute of Emory University, Atlanta, GA, USA.
Sun J; College of Computing, Georgia Institute of Technology, Atlanta, GA, USA. Electronic address: jsun@cc.gatech.edu.

J Biomed Inform ; 61: 267-75, 2016 06.

Article em En | MEDLINE | ID: mdl-27064059

Assuntos

Neoplasias Encefálicas; Mineração de Dados; Marcadores Genéticos; Glioblastoma; Algoritmos; Humanos; Modelos Teóricos; Prognóstico; RNA Mensageiro/metabolismo; Taxa de Sobrevida

Palavras-chave

Classification; Glioblastoma; Graph mining; Predictive model; Sequential pattern mining; Treatment patterns

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Marcadores Genéticos / Glioblastoma / Mineração de Dados Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2016 Tipo de documento: Article

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