Author

Frank J. Brooks

University of Illinois Urbana-ChampaignORCID 0000-0002-5949-3386Unclaimed 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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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Jianquan XuiD· 1 shared Mark A. AnastasioiD· 1 shared Phuong Nguyen· 1 shared Sourya SenguptaiD· 1 shared Yang Liu· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Jianquan XuORCID

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1 paper

Recent·Most cited

On the Utility of Virtual Staining for Downstream Applications as it relates to Task Network Capacity

Sourya Sengupta, Jianquan Xu, Phuong Nguyen, Frank J. Brooks, Yang Liu, Mark A. Anastasio

This study evaluates how virtual staining affects downstream tasks like segmentation and classification, showing its effectiveness depends on the task network's capacity.

Biomedical Optics Express · Sep 22, 2025Peer-reviewedBioinformatics