Author

Muge Chen

Courant Institute of Mathematical Sciences

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:protein sequence· 1

Frequent Co-Authors

Amitesh BadkuliD· 1 shared Cameron MuraiD· 1 shared Di He· 1 shared Lei XieiD· 1 shared Li XieiD· 1 shared Michael DoroganiD· 1 shared Namballa Hari KrishnaiD· 1 shared Philip E. BourneiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Amitesh BadkulORCID

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1 paper

Recent·Most cited

Binding Site-enhanced Sequence Pretraining and Out-of-cluster Meta-learning Predict Genome-Wide Chemical-Protein Interactions for Dark Proteins

Tian Cai, Li Xie, Shuo Zhang, Muge Chen, Di He, Amitesh Badkul, Yang Liu, Namballa Hari Krishna, Michael Dorogan, Wayne Wesley Harding, Cameron Mura, Philip E. Bourne, Lei Xie

PortalCG predicts chemical-protein interactions for dark proteins using a deep learning framework that integrates binding site information and meta-learning, outperforming existing methods in out-of-distribution scenarios.

bioRxiv · Nov 15, 2022 · PreprintSystems Biology