Author

Atul Malhotra

University of California San DiegoORCID 0000-0002-7021-9302Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:large language model· 1

Frequent Co-Authors

Chengzhan Gao· 1 shared Danielle Ann GrotjahniD· 1 shared Digvijay SinghiD· 1 shared Hamidreza RahmaniiD· 1 shared Li ZhangiD· 1 shared Linda AwdishuiD· 1 shared Michael K. GilsoniD· 1 shared Mingjia HuoiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPharmacology & Toxicology

Chengzhan Gao

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1 paper

Recent·Most cited

Multi-Modal Large Language Model Enables All-Purpose Prediction of Drug Mechanisms and Properties

Youwei Liang, Ruiyi Zhang, Yongce Li, Mingjia Huo, Zinnia Ma, Digvijay Singh, Chengzhan Gao, Hamidreza Rahmani, Satvik Bandi, Li Zhang, Robert Neal Weinreb, Atul Malhotra, Danielle Ann Grotjahn, Linda Awdishu, Trey Ideker, , Pengtao Xie

DrugChat, a multi-modal LLM, predicts drug mechanisms and properties through free-form text, outperforming GPT-4 and specialized models in accuracy and versatility.

bioRxiv · Sep 29, 2024 · PreprintPharmacology & Toxicology