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Skull stripping on multimodal brain MRI scans using thresholding and morphology.
- 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]
- Subjects :
- *SKULL
*BRAIN imaging
*MORPHOLOGY
*IMAGE processing
*MAGNETIC resonance imaging
Subjects
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