Convolutional neural network for human cancer types prediction by integrating protein interaction networks and omics data.

Chuang, Yi-Hsuan; Huang, Sing-Han; Hung, Tzu-Mao; Lin, Xiang-Yu; Lee, Jung-Yu; Lai, Wen-Sen; Yang, Jinn-Moon

Chuang, Yi-Hsuan; Huang, Sing-Han; Hung, Tzu-Mao; Lin, Xiang-Yu; Lee, Jung-Yu; Lai, Wen-Sen; Yang, Jinn-Moon.

Afiliação

Chuang YH; Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, 300, Taiwan.
Huang SH; Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, 300, Taiwan.
Hung TM; Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, 300, Taiwan.
Lin XY; Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, 300, Taiwan.
Lee JY; Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Hsinchu, 300, Taiwan.
Lai WS; Department of Otolaryngology-Head and Neck Surgery, Taichung Armed Forces General Hospital, Taichung, Taiwan.
Yang JM; Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.

Sci Rep ; 11(1): 20691, 2021 10 19.

Article em En | MEDLINE | ID: mdl-34667236

Assuntos

Neoplasias/genética; Mapas de Interação de Proteínas/genética; Transcriptoma/genética; Algoritmos; Biomarcadores Tumorais/genética; Análise por Conglomerados; Genômica/métodos; Humanos; Aprendizado de Máquina; Neoplasias/patologia; Redes Neurais de Computação; Prognóstico

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transcriptoma / Mapas de Interação de Proteínas / Neoplasias Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Sci Rep Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Taiwan

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