User-guided 3D acƟve contour segmentaƟon of anatomical structures: Signiﬁcantly improved eﬃciency and reliability

Yushkevich PA, Piven J, HazleƩ HC, Smith RG, Ho S, Gee JC, Gerig G · 2006 · DOI 10.1016/j.neuroimage.2006.01.015

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cs.CV · 2026-06-02 · unverdicted · novelty 4.0

SwinUNETR model with 32x32x32 patch sampling achieves DSC of 0.868 for LVCP segmentation in MS, outperforming UXNET with 99% lower computation.

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Efficient Transformer-Based Localized Patch Sampling for Choroid Plexus Segmentation in Multiple Sclerosis cs.CV · 2026-06-02 · unverdicted · none · ref 24
SwinUNETR model with 32x32x32 patch sampling achieves DSC of 0.868 for LVCP segmentation in MS, outperforming UXNET with 99% lower computation.