A U-net with signed-distance transform loss achieves mean Dice scores of 0.96 on held-out and external MRI data for robust skull stripping in neuropathological cases.
Synthstrip: skull-stripping for any brain image,
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Efficient Brain Extraction of MRI Scans with Mild to Moderate Neuropathology
A U-net with signed-distance transform loss achieves mean Dice scores of 0.96 on held-out and external MRI data for robust skull stripping in neuropathological cases.