Author

Mousumi Roy

Stony Brook University

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

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Fusheng WangiD· 1 shared George TeodoroiD· 1 shared Jun KongiD· 1 shared Mahak BhargavaiD· 1 shared Ritu AnejaiD· 1 shared Shristi BhattaraiiD· 1 shared T. S. Rekha· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Fusheng WangORCID

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1 paper

Recent·Most cited

Deep Learning Based Registration of Serial Whole-slide Histopathology Images in Different Stains

Mousumi Roy, Fusheng Wang, George Teodoro, Shristi Bhattarai, Mahak Bhargava, T. S. Rekha, Ritu Aneja, Jun Kong

This paper introduces CycGANRegNet, a deep learning method for registering serial WSIs in different stains, achieving better performance than existing methods on breast cancer patient data.

Journal of Pathology Informatics · Jan 1, 2023Peer-reviewedBioinformatics