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Skull stripping on multimodal brain MRI scans using thresholding and morphology.

Authors :
Bhat, Sajid Y.
Naqshbandi, Afnan
Abulaish, Muhammad
Source :
Imaging Science Journal. Jun2024, Vol. 72 Issue 4, p466-478. 13p.
Publication Year :
2024

Abstract

This paper introduces a novel thresholding and morphology-based skull stripping method for different MRI modalities. The proposed method is designed in a way which is easy to use and generates satisfactory results with minimal parameter adjustments. The method is evaluated on three different benchmark datasets and compared with nine state-of-the-art skull stripping methods. The experimental results suggest that the proposed method generates comparable results to some of the best methods in literature. However, unlike many other methods, it works well on different types of MRI scans. Moreover, this method generates the skull mask along with the brain mask that can be used to study various skull pathologies. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13682199
Volume :
72
Issue :
4
Database :
Academic Search Index
Journal :
Imaging Science Journal
Publication Type :
Academic Journal
Accession number :
176862012
Full Text :
https://doi.org/10.1080/13682199.2023.2208923