Author

Yifan Liu

Ocean University of ChinaORCID 0000-0001-9368-3047Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Hongyue MaiD· 1 shared Hui Miao· 1 shared Hui YangiD· 1 shared Jiamei Wang· 1 shared Jiaqi Wang· 1 shared Pengfei CuiiD· 1 shared Shihu Chen· 1 shared Ziwei WangiD· 1 shared

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2025-2025 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperPhysiology

Hongyue MaORCID

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1 paper

Recent·Most cited

PhysiologyeGastroenterologyPeer-reviewedOct 1, 2025

Application of machine learning in the discovery of antimicrobial peptides: Exploring their potential for ulcerative colitis therapy

Hui Miao, Ziwei Wang, Shihu Chen…·Pengfei Cui

This study uses machine learning to predict antimicrobial peptides (AMPs) for ulcerative colitis therapy, showing improved disease parameters in a mouse model.

3 citations

mousemachine learning (classical)

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