Author

Zhiyuan Yang

Northeast Normal UniversityORCID 0000-0003-3796-0155Unclaimed ORCID profile · follow to get notified of new preprints

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Zhiyuan Yang2 papers · Concordia University

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Assay:proteomics· 1

Frequent Co-Authors

Dong He XuiD· 1 shared Fei HeiD· 1 shared Kai LiuiD· 1 shared Mihail PopescuiD· 1 shared Richard HammeriD· 1 shared Yibo CheniD· 1 shared

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2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperPathology

Dong He XuORCID

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1 paper

Recent·Most cited

PathologyIEEE Journal of Biomedical and Health InformaticsPeer-reviewedApr 3, 2024

pathCLIP: Detection of Genes and Gene Relations from Biological Pathway Figures through Image-Text Contrastive Learning

Fei He, Kai Liu, Zhiyuan Yang…·Mihail Popescu

The paper introduces pathCLIP, a system that identifies genes and gene relations from biological pathway figures using image-text contrastive learning, outperforming single-modality approaches.

9 citations

imagingproteomics

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