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cs.LG2023
Multi-omics Sampling-based Graph Transformer for Synthetic Lethality Prediction
Xusheng Zhao, Hao Liu, Qiong Dai +3
Synthetic lethality (SL) prediction is used to identify if the co-mutation of two genes results in cell death. The prevalent strategy is to abstract SL prediction as an edge classi…
cs.LG2022
Deep reinforcement learning guided graph neural networks for brain network analysis
Xusheng Zhao, Jia Wu, Hao Peng +9
Modern neuroimaging techniques, such as diffusion tensor imaging (DTI) and functional magnetic resonance imaging (fMRI), enable us to model the human brain as a brain network or co…