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Automatic ROI Selection in Structural Brain MRI Using SOM 3D Projection
This paper presents a method for selecting Regions of Interest (ROI) in brain Magnetic Resonance Imaging (MRI) for diagnostic purposes, using statistical learning and vector quantization techniques. The proposed method models the distribution of GM and WM tissues grouping the voxels belonging to eac...
Autores principales: | Ortiz, Andrés, Górriz, Juan M., Ramírez, Javier, Martinez-Murcia, Francisco J. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3984096/ https://www.ncbi.nlm.nih.gov/pubmed/24728041 http://dx.doi.org/10.1371/journal.pone.0093851 |
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