Explainable deep transfer learning model for disease risk prediction using high-dimensional genomic data.

Liu, Long; Meng, Qingyu; Weng, Cherry; Lu, Qing; Wang, Tong; Wen, Yalu

Liu, Long; Meng, Qingyu; Weng, Cherry; Lu, Qing; Wang, Tong; Wen, Yalu.

Afiliação

Liu L; Department of Health Statistics, Shanxi Medical University, Taiyuan, Shanxi, China.
Meng Q; Department of Health Statistics, Shanxi Medical University, Taiyuan, Shanxi, China.
Weng C; Department of Statistics, University of Auckland, Auckland, New Zealand.
Lu Q; Department of Biostatistics, University of Florida, Gainesville, Florida, United States of America.
Wang T; Department of Health Statistics, Shanxi Medical University, Taiyuan, Shanxi, China.
Wen Y; Department of Health Statistics, Shanxi Medical University, Taiyuan, Shanxi, China.

PLoS Comput Biol ; 18(7): e1010328, 2022 07.

Article em En | MEDLINE | ID: mdl-35839250

Assuntos

Genômica; Redes Neurais de Computação; Aprendizado de Máquina

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Genômica Tipo de estudo: Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: PLoS Comput Biol Assunto da revista: BIOLOGIA / INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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