Author

Janakiraman Kamalakannan

Government Kilpauk Medical CollegeORCID 0009-0008-8071-7533Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Navaneetha Krishnan KamalakannaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 27, 2026

NeuroMesh: A Bottleneck Topology Controller for Missing-Modality Brain Tumor Segmentation - A Mechanistic Pilot Study on BraTS

Navaneetha Krishnan Kamalakannan, Janakiraman Kamalakannan

NeuroMesh, a bottleneck controller for brain tumor segmentation, shows improved performance in missing-modality conditions but fails in FLAIR absence, highlighting a discrepancy between design intent and actual behavior.

DOI 10.64898/2026.08.23.746542

imagingdeep learning

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