Multidimensional co-segmentation of longitudinal brain MRI ensembles in the presence of a neurodegenerative process

MRI Segmentation of a pathological brain poses a significant challenge, as the available anatomical priors that provide top-down information to aid segmentation are inadequate in the presence of abnormalities. This problem is further complicated for longitudinal data capturing impaired brain develop...

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Veröffentlicht in:	NeuroImage (Orlando, Fla.) Fla.), 2018-09, Vol.178, p.346-369
Hauptverfasser:	Gordon, Shiri, Dolgopyat, Irit, Kahn, Itamar, Riklin Raviv, Tammy
Format:	Artikel
Sprache:	eng
Schlagworte:	Alzheimer Disease - diagnostic imaging Alzheimer Disease - pathology Alzheimer's disease Animal models Animals Annotations Atrophy - pathology Brain - pathology Brain atrophies Brain Mapping - methods Comparative analysis Datasets Image processing Image Processing, Computer-Assisted - methods Labeling Learning algorithms Level sets method Longitudinal data Magnetic resonance imaging Magnetic Resonance Imaging - methods Mice Mice, Transgenic Mouse brain MRI Multi-region co-segmentation Neurodegeneration Neurodegenerative conditions Neurodegenerative diseases Neurodegenerative Diseases - pathology NMR Nuclear magnetic resonance Registration Segmentation
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