Multiplex Networks and Pan-Cancer Multiomics-Based Driver Gene Identification Using Graph Neural Networks

Identifying cancer driver genes has paramount significance in elucidating the intricate mechanisms underlying cancer development, progression, and therapeutic interventions. Abundant omics data and interactome networks provided by numerous extensive databases enable the application of graph deep lea...

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Detalhes bibliográficos

Principais autores:	Xingyi Li, Junming Li, Jun Hao, Xingyu Liao, Min Li, Xuequn Shang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Tsinghua University Press 2024-12-01
coleção:	Big Data Mining and Analytics
Assuntos:	cancer driver gene multiplex networks pan-cancer multiomics data graph neural networks negative sample inference
Acesso em linha:	https://www.sciopen.com/article/10.26599/BDMA.2024.9020043
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