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Author

Kushal Borkar

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Preprint Sep 2026

IMVS: Interactive Medical Volume Segmentation with Test-Time Adaptation - A New Method for Annotating Radiology Datasets

Annotating large radiology datasets is bottlenecked by the manual effort of delineating structures slice-by-slice in 3D volumes. Interactive methods reduce this effort but stay interaction-inefficient: slice-wise methods (including many foundation models) ignore inter-slice continuity, while 3D and video-based methods...

Abhilaksh Singh Reen, Kushal Borkar, Ritvik Mahapatra · 0 citations

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