Author

Jiankai Ge

University of Illinois Urbana-ChampaignORCID 0000-0002-7370-2797Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Cheng‐Wei JuiD· 1 shared Haiping ZhangiD· 1 shared John Z.H. ZhangiD· 1 shared Wei XiaiD· 1 shared Xinxin LiuiD· 1 shared Yuzhi Richie XuiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Cheng‐Wei JuORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 28, 2023

ChemXTree: A Tree-enhanced Classification Approach to Small-molecule Drug Discovery

Yuzhi Richie Xu, Xinxin Liu, Jiankai Ge…·John Z.H. Zhang

ChemXTree improves small-molecule drug discovery by integrating tree-based algorithms with a graph model, showing superior performance in feature optimization on benchmark datasets.

DOI 10.1101/2023.11.28.568989

deep learningstatistical model

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