Biological knowledge graph-guided investigation of immune therapy response in cancer with graph neural network.

Zhao, Lianhe; Qi, Xiaoning; Chen, Yang; Qiao, Yixuan; Bu, Dechao; Wu, Yang; Luo, Yufan; Wang, Sheng; Zhang, Rui; Zhao, Yi

Zhao, Lianhe; Qi, Xiaoning; Chen, Yang; Qiao, Yixuan; Bu, Dechao; Wu, Yang; Luo, Yufan; Wang, Sheng; Zhang, Rui; Zhao, Yi.

Afiliación

Zhao L; Research Center for Ubiquitous Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.
Qi X; Research Center for Ubiquitous Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.
Chen Y; University of Chinese Academy of Sciences, Beijing 100049, China.
Qiao Y; The First People's Hospital of Yunnan Province, Kunming, 650032, Yunnan, China.
Bu D; Research Center for Ubiquitous Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.
Wu Y; University of Chinese Academy of Sciences, Beijing 100049, China.
Luo Y; Research Center for Ubiquitous Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.
Wang S; Research Center for Ubiquitous Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.
Zhang R; Research Center for Ubiquitous Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China.
Zhao Y; University of Chinese Academy of Sciences, Beijing 100049, China.

Brief Bioinform ; 24(2)2023 03 19.

Article en En | MEDLINE | ID: mdl-36682018

Asunto(s)

Melanoma; Neoplasias de la Vejiga Urinaria; Humanos; Reconocimiento de Normas Patrones Automatizadas; Medicina de Precisión; Melanoma/patología; Inmunoterapia/métodos; Biomarcadores de Tumor/genética; Biomarcadores de Tumor/metabolismo

Palabras clave

deep learning; graph neural networks; immune checkpoints inhibitors

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Neoplasias de la Vejiga Urinaria / Melanoma Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Brief Bioinform Asunto de la revista: BIOLOGIA / INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: China

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