Author

Nidhi Singh

ORCID 0009-0005-1097-1681Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Ishan Mohanty· 1 shared James B. Brown· 1 shared Kenneth Kreutz-DelgadoiD· 1 shared Mita BanikiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperPathology

Ishan Mohanty

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1 paper

Recent·Most cited

PathologybioRxivPreprintMar 5, 2025

Adaptive Example Selection: Prototype-Based Explainability for Interpretable Mitosis Detection

Mita Banik, Kenneth Kreutz-Delgado, Ishan Mohanty…·Nidhi Singh

This paper introduces Adaptive Example Selection (AES), an XAI framework for mitosis detection that enhances model interpretability by comparing test cases with annotated prototypes.

1 citation

imagingdeep learning

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