Author

Tom Zhang

California Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:metabolomics· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Ahmed A. MetwallyiD· 1 shared Grace ZhangiD· 1 shared Hua TangiD· 1 shared Kévin ContrepoisiD· 1 shared Michael P. SnyderiD· 1 shared Ryan KelloggiD· 1 shared Si WuiD· 1 shared Wenyu ZhouiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Ahmed A. MetwallyORCID

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2 papers

Recent·Most cited

Machine-learning-based Structural Analysis of Interactions between Antibodies and Antigens

Grace Zhang, Xiaohan Kuang, Yuhao Zhang, Yunchao Liu, Zhaoqian Su, Tom Zhang, Yinghao Wu

This paper develops a deep learning model to analyze antibody-antigen interactions, achieving high accuracy in distinguishing antibody-antigen complexes from other protein complexes and identifying antigens from epitope information.

BioSystems · Sep 1, 2024Peer-reviewedBioinformatics

Robust Identification of Temporal Biomarkers in Longitudinal Omics Studies

Ahmed A. Metwally, Tom Zhang, Si Wu, Ryan Kellogg, Wenyu Zhou, Kévin Contrepois, Hua Tang, Michael P. Snyder

This paper introduces a statistical method to identify time intervals of temporal omics biomarkers in longitudinal studies, showing high specificity and sensitivity across simulated and real datasets.

Bioinformatics · Jun 28, 2022Peer-reviewedBioinformatics