Enhancing Precision in Multiple Sclerosis Lesion Segmentation: A U-Net Based Machine Learning Approach with Data Augmentation

Author:

Cetin Oezdemir,Canel Berkay,Dogali Gamze,Sakoglu Unal 'Zak'

Publisher

Elsevier BV

Reference34 articles.

1. Inversion Recovery Susceptibility Weighted Imaging With Enhanced T2 Weighting at 3 T Improves Visualization of Subpial Cortical Multiple Sclerosis Lesions;E S Beck;Invest Radiol,2020

2. A distinctive approach in brain tumor detection and classification using MRI;J Amin;Pattern Recognit. Lett,2020

3. Increased cortical grey matter lesion detection in multiple sclerosis with 7 T MRI: a post-mortem verification study;I D Kilsdonk;Brain,2016

4. Fully automatic segmentation of the brain in MRI;M S Atkins;IEEE Trans. Med. Imaging,1998

5. Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE;F;NeuroImage Clin,2020

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