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cs.CV2026
Spectral Vision Transformer for Efficient Tokenization with Limited Data
Alexandra G. Roberts, Maneesh John, Jinwei Zhang +10
We propose a novel spectral vision transformer architecture for efficient tokenization in limited data, with an emphasis on medical imaging. We outline convenient theoretical prope…
cs.CV2025
QSM-RimDS: A detection and segmentation tool for paramagnetic rim lesions in multiple sclerosis
Ha Luu, Mert Sisman, Ilhami Kovanlikaya +6
Paramagnetic rim lesions (PRLs) are an emerging biomarker in multiple sclerosis (MS). Manual identification and rim segmentation of PRLs on quantitative susceptibility mapping (QSM…