A Self-attention Graph Convolutional Network for Precision Multi-tumor Early Diagnostics with DNA Methylation Data.

Jiang, Xue; Li, Zhiqi; Mehmood, Aamir; Wang, Heng; Wang, Qiankun; Chu, Yanyi; Mao, Xueying; Zhao, Jing; Jiang, Mingming; Zhao, Bowen; Lin, Guanning; Wang, Edwin; Wei, Dongqing

Jiang, Xue; Li, Zhiqi; Mehmood, Aamir; Wang, Heng; Wang, Qiankun; Chu, Yanyi; Mao, Xueying; Zhao, Jing; Jiang, Mingming; Zhao, Bowen; Lin, Guanning; Wang, Edwin; Wei, Dongqing.

Afiliación

Jiang X; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Li Z; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Mehmood A; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Wang H; International School of Cosmetics, School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai, China.
Wang Q; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Chu Y; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Mao X; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Zhao J; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Jiang M; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Zhao B; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
Lin G; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Wang E; Department of Biochemistry and Molecular Biology, Medical Genetics, and Oncology, Cumming School of Medicine, University of Calgary, Calgary, Canada. edwin.wang@ucalgary.ca.
Wei D; School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China. dqwei@sjtu.edu.cn.

Interdiscip Sci ; 15(3): 405-418, 2023 Sep.

Article en En | MEDLINE | ID: mdl-37247186

Asunto(s)

Metilación de ADN; Neoplasias; Humanos; Metilación de ADN/genética; Neoplasias/diagnóstico; Neoplasias/genética; Procesamiento Proteico-Postraduccional; Máquina de Vectores de Soporte

Palabras clave

Graph convolutional network; Key methylation sites; Multi-tumor early diagnostics; Self-attention mechanism

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Metilación de ADN / Neoplasias Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Humans Idioma: En Revista: Interdiscip Sci Asunto de la revista: BIOLOGIA Año: 2023 Tipo del documento: Article País de afiliación: China

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