Fractal-Based Architectures with Skip Connections and Attention Mechanism for Improved Segmentation of MS Lesions in Cervical Spinal Cord

Fractal-Based Architectures with Skip Connections and Attention Mechanism for Improved Segmentation of MS Lesions in Cervical Spinal Cord

<b>Background/Objectives</b>: Multiple sclerosis (MS) is an autoimmune disease that damages the myelin sheath of the central nervous system, which includes the brain and spinal cord. Although MS lesions in the brain are more frequently investigated, MS lesions in the cervical spinal cord...

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Bibliographic Details
Main Authors: Rukiye Polattimur, Mehmet Süleyman Yıldırım, Emre Dandıl
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Diagnostics
Subjects:
cervical spinal cord
multiple sclerosis
automatic segmentation
U-Net
FractalSpiNet
Con-FractalU-Net
Online Access:https://www.mdpi.com/2075-4418/15/8/1041
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