Diffusion maps segmentation of magnetic resonance Q-ball imaging

We present a Diffusion Maps clustering method applied to diffusion MRI in order to segment complex white matter fiber bundles. It is well-known that diffusion tensor imaging (DTI) is restricted in complex fiber regions with crossings and this is why recent High Angular Resolution Diffusion Imaging (...

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Detalles Bibliográficos
Autores principales: Wassermann, D., Descoteaux, M., Deriche, R.
Formato: CONF
Materias:
Artificial intelligence
Chlorine compounds
Cluster analysis
Computer networks
Computer vision
Crossings (pipe and cable)
Distribution functions
Fibers
Flow of solids
Harmonic analysis
Image processing
Image segmentation
Maps
Medical imaging
Optical projectors
Population statistics
Resonance
Tensors
Fiber bundles
Number of clusters
Diffusion
Acceso en línea:http://hdl.handle.net/20.500.12110/paper_NIS22543_v_n_p_Wassermann
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

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