Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images. (arXiv:2201.01832v1 [eess.IV])

Objective: Multiple Sclerosis (MS) is an autoimmune, and demyelinating
disease that leads to lesions in the central nervous system. This disease can
be tracked and diagnosed using Magnetic Resonance Imaging (MRI). Up to now a
multitude of multimodality automatic biomedical approaches is used to segment
lesions which are not beneficial for patients in terms of cost, time, and
usability. The authors of the present paper propose a method employing just one
modality (FLAIR image) to segment MS lesions accurately. Methods: …

arxiv attention cnns segmentation