Author

Jyotisman Rath

Purdue University West LafayetteORCID 0009-0006-7651-0084Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

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Amit JaiswaliD· 1 shared Bibhuti Bhusan DashiD· 1 shared Priyabrata Das· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioengineering

Amit JaiswalORCID

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1 paper

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BioengineeringbioRxivPreprintJul 28, 2026

DCGAN-Based Synthetic MRI Augmentation for Data-centric Brain Tumor Segmentation

Priyabrata Das, Jyotisman Rath, Amit Jaiswal, Bibhuti Bhusan Dash

This paper uses DCGAN to generate synthetic MRI images for brain tumor segmentation, improving Dice coefficient and IoU metrics compared to a baseline model.

DOI 10.64898/2026.07.26.740722

imagingdeep learning

𝕏 PostBluesky