Open access
Jul 2026
A Robust Dual-Stage Learning-Based Pipeline for Multiclass Segmentation of Multiple Sclerosis Lesions in MRI
A dual-stage pipeline integrating deep learning for precise spatial delineation and machine learning for robust classification of multiple sclerosis lesions is developed, offering a promising, accurate framework for automated MS lesion analysis with potential clinical utility.
Reza Naghne, Mahdiyeh Rahmani, Ali Kazemi et al.
· Diagnostics · 0 citations