Automated Segmentation of Post-Surgical Resection Cavities on MRI in Focal Epilepsy: a MELD Study
This study introduces MELD-PostOp, a deep learning tool trained on a large, multi-center cohort that achieves accurate, generalizable, and rapid (17-second) automated segmentation of post-surgical resection cavities on MRI, significantly outperforming existing methods in both accuracy and efficiency.