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.

Afiliación

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 en En | MEDLINE | ID: mdl-35323901

Asunto(s)

MicroARNs; Algoritmos; Biología Computacional/métodos; Predisposición Genética a la Enfermedad; Humanos; MicroARNs/genética

Palabras clave

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

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: MicroARNs Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2022 Tipo del documento: Article País de afiliación: Canadá

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