Author

Ayush Anand

Sikkim Manipal UniversityORCID 0000-0003-0279-4636Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Latchan ChhetriiD· 2 shared Aman Kumar· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersBioinformatics

Latchan ChhetriORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintOct 19, 2026

Trust, but Verify: Epistemic Uncertainty-Gated Pseudo-Labeling for Safer Semi-Supervised Malaria Screening

Aman Kumar, Ayush Anand, Latchan Chhetri

This paper introduces an uncertainty-gated pseudo-labeling method for semi-supervised malaria screening, reducing silent failures without sacrificing accuracy.

DOI 10.64898/2026.10.13.758712

imagingstatistical model

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BioengineeringbioRxivPreprintOct 6, 2026

Slice, Subtract, Segment: Efficient 2D and Physiologically Informed 3D Brain Tumor Segmentation

Latchan Chhetri, Ayush Anand

This paper evaluates two approaches for improving brain tumor segmentation: a novel 2D U-Net architecture and a multi-channel input representation using cross-modal subtraction maps, showing both contribute to performance improvements.

1 citation

humanimaging

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