Author

Yuxin Yang

Cleveland ClinicORCID 0000-0002-8316-7636Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Abby JergeriD· 1 shared Christina Brasfield· 1 shared Feixiong ChengiD· 1 shared Jeremy ZuckeriD· 1 shared Kingsten Lin· 1 shared Margaret S. CheungiD· 1 shared Qiang GuaniD· 1 shared Song FengiD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 22 mutual co-author links

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1 shared paperBioinformatics

Abby JergerORCID

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2 papers

Recent·Most cited

Pharmacology & ToxicologybioRxivPreprintJul 21, 2024

A Molecular Image-based Explainable Artificial intelligence Framework Identifies Novel Candidate Antibiotics

Kingsten Lin, Yuxin Yang, Feixiong Cheng

This paper presents an explainable AI framework using molecular images to identify novel antibiotic candidates from FDA-approved drugs.

3 citations

deep learningdrug response / drug discovery

𝕏 PostBluesky

BioinformaticsbioRxivPreprintMay 14, 2024

CLEAN-Contact: Contrastive Learning-enabled Enzyme Functional Annotation Prediction with Structural Inference

Yuxin Yang, Abby Jerger, Song Feng…·Qiang Guan

The paper introduces CLEAN-Contact, a contrastive learning framework for enzyme function prediction using amino acid sequences and contact maps, showing improved accuracy over existing methods.

DOI 10.1101/2024.05.14.594148

protein sequencecontrastive learning

𝕏 PostBluesky