Search Results for author: Fuhai Li

Found 3 papers, 1 papers with code

Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare

no code implementations14 May 2021 Zehao Dong, Heming Zhang, Yixin Chen, Fuhai Li

Though deep learning algorithms are widely used in the drug synergy prediction problem, it is still an open problem to formulate the prediction model with biological meaning to investigate the mysterious mechanisms of synergy (MoS) for the human-AI collaboration in healthcare systems.

Repurposing drugs for COVID-19 based on transcriptional response of host cells to SARS-CoV-2

1 code implementation1 Jun 2020 Fuhai Li, Andrew P. Michelson, Randi Foraker, Ming Zhan, Philip R. O. Payne

Based on the identified signaling pathways and GOs, a set of potentially effective drugs were repurposed by integrating the drug-target and reverse gene expression data resources.

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