S. Barbieri

Postoperative Morbidity of Facial Fracture Repair: A National Big-Data Analysis of 4805 Cases Across 16 Years.

BACKGROUND National data on short-term morbidity after facial fracture repair remain limited, and the trajectory of postoperative risk amid increasing case complexity is unclear. METHODS Using ACS-NSQIP (2007-2022), we identified 4805 adults undergoing operative repair of mandibular, zygomaticomaxillary complex (ZMC)...

Spatially Aware Acquisition-Independent Deep Learning for IVIM MRI Parameter Estimation in Patients With Esophageal Cancer.

PURPOSE Neural controlled differential equations (NCDEs) recently emerged as a robust deep learning approach for quantitative MRI parameter estimation. NCDEs offer flexibility to changes in acquisition protocols by modeling the signal evolution dynamics. However, NCDE implementations operate on a voxel-by-voxel basis a...

UvA-DARE (Digital Academic Repository) MRI of pancreatic cancer for radiotherapy