A Methodology for Systematic Volumetric Analysis of Perioperative Cranial Imaging in Neurosurgical Patients

Deep learning-based automated segmentation of resection cavities on postsurgical epilepsy MRI

“…We present a deep-learning method to fully automate resection cavity segmentation in postoperative temporal lobe epilepsy patients. Fully automated segmentation provides significant time advantages over manual and semi-automated methods ( Ronneberger et al, 2015 , Yushkevich et al, 2006 , Atsina et al, 2016 ). Our method has several key advantages.…”