Biomarker Identification through Multiomics Data Analysis of Prostate Cancer Prognostication Using a Deep Learning Model and Similarity Network Fusion.

Wang, Tzu-Hao; Lee, Cheng-Yang; Lee, Tzong-Yi; Huang, Hsien-Da; Hsu, Justin Bo-Kai; Chang, Tzu-Hao

Wang, Tzu-Hao; Lee, Cheng-Yang; Lee, Tzong-Yi; Huang, Hsien-Da; Hsu, Justin Bo-Kai; Chang, Tzu-Hao.

Afiliação

Wang TH; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei 110, Taiwan.
Lee CY; School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.
Lee TY; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei 110, Taiwan.
Huang HD; Office of Information Technology, Taipei Medical University, Taipei 110, Taiwan.
Hsu JB; Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen, Shenzhen 518172, China.
Chang TH; School of Life and Health Science, The Chinese University of Hong Kong, Shenzhen, Shenzhen 518172, China.

Cancers (Basel) ; 13(11)2021 May 21.

Article em En | MEDLINE | ID: mdl-34064004

Palavras-chave

autoencoder; deep learning; machine learning; multiomics; prognosis prediction; prostate cancer; recurrence prediction; similarity network fusion

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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