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P. Farnia

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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. · 0 citations

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