Author

John Lim

University of British ColumbiaORCID 0009-0006-1561-3039Unclaimed ORCID profile · follow to get notified of new preprints

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John Lim1 paper · University of California, Santa Cruz

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Ben CardoeniD· 1 shared Christian HallgrimsoniD· 1 shared Claire A. ShouiD· 1 shared Ghassan HamarnehiD· 1 shared Ismail M. KhateriD· 1 shared Ivan R. NabiiD· 1 shared Timothy H. WongiD· 1 shared Yahongyang Lydia LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Ben CardoenORCID

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1 paper

Recent·Most cited

BioinformaticsAdvanced Intelligent SystemsPeer-reviewedApr 30, 2026

Adversarial erasing enhanced multiple instance learning (siMILe): Discriminative identification of oligomeric protein structures in single molecule localization microscopy

Christian Hallgrimson, Yahongyang Lydia Li, Claire A. Shou…·Ghassan Hamarneh

siMILe identifies condition-specific protein structures from SMLM data by using adversarial erasing and multiple instance learning, showing improved detection of caveolae and structural variations.

DOI 10.1002/aisy.202501159

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