Open access
Aug 2026
ALFIE: Anatomy-aware enhancement of Low FIEld 64mT T2-weighted neonatal brain MRI for structural analysis
Purpose: To develop and evaluate an anatomy-aware deep learning framework for enhancement of neonatal 64mT T2-weighted MRI that improves anatomical visibility while preserving native ultra-low-field contrast and enabling quantitative structural analysis. Methods: A multitask network, jointly performing image enhancemen...
P. Cawley, A. Uus, K. Colford et al.
· medRxiv · 0 citations