MLRDFM: a multi-view Laplacian regularized DeepFM model for predicting miRNA-disease associations.

Ding, Yulian; Lei, Xiujuan; Liao, Bo; Wu, Fang-Xiang

Ding, Yulian; Lei, Xiujuan; Liao, Bo; Wu, Fang-Xiang.

Afiliação

Ding Y; Division of Biomedical Engineering, University of Saskatchewan, 57 Campus Drive, S7N 5A9, Saskatchewan, Canada.
Lei X; School of Computer Science, Shaanxi Normal University, 620 West Chang'an Avenue, 710119, Shaanxi, China.
Liao B; School of Mathematics and Statistics, Hainan Normal University, 99 Longkun South Road, 571158, Hainan, China.
Wu FX; Division of Biomedical Engineering, University of Saskatchewan, 57 Campus Drive, S7N 5A9, Saskatchewan, Canada.

Brief Bioinform ; 23(3)2022 05 13.

Article em En | MEDLINE | ID: mdl-35323901

Assuntos

MicroRNAs; Algoritmos; Biologia Computacional/métodos; Predisposição Genética para Doença; Humanos; MicroRNAs/genética

Palavras-chave

Laplacian eigenmaps; Laplacian regularization; deep factorization machine; miRNA-disease association prediction; multi-view similarity

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: MicroRNAs Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google