Segmentation of Multiple Sclerosis Lesions in Brain MR Images Using Spatially Constrained Possibilistic Fuzzy C-Means Classification

This paper introduces a novel methodology for the segmentation of brain MS lesions in MRI volumes using a new clustering algorithm named SCPFCM. SCPFCM uses membership, typicality and spatial information to cluster each voxel. The proposed method relies on an initial segmentation of MS lesions in T1...

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Detalles Bibliográficos
Autores principales: Khotanlou, Hassan, Afrasiabi, Mahlagha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2011
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3347225/
https://www.ncbi.nlm.nih.gov/pubmed/22606670

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3347225/
https://www.ncbi.nlm.nih.gov/pubmed/22606670

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