Advanced Deep Learning Models Enhance Piriform Cortex Segmentation for Epilepsy Surgery
Published in ISMRM & ISMRT, 2025
During my 6-month internship at CSIRO in 2025, I had the opportunity to briefly help the talented researchers that worked on this project. The work focuses on automated piriform cortex (PC) segmentation on MRI scans. They compare state-of-the-art deep learning (DL) models such as Transformer-inspired models (MedNeXtL, SwinUNETR, etc.)
Recommended citation: Javier Antonio Urriola Yaksic, Leo Lebrat, Hang Min, Alex Pagnozzi, Ying Xia, Ines Vati, Charles X Li, Senali Weeratunga, Merran Courney, Jurgen Fripp, Matthew Gutman, Andrew Neal, Ben Sinclair, Terrence J O Brien, DanaKai Bradford. (ISMRM 2025) Advanced Deep Learning Models Enhance Piriform Cortex Segmentation for Epilepsy Surgery.
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