Influence of the Training Library Composition on a Patch-based label fusion method: Application to Hippocampus Segmentation on ADNI dataset.Reportar como inadecuado




Influence of the Training Library Composition on a Patch-based label fusion method: Application to Hippocampus Segmentation on ADNI dataset. - Descarga este documento en PDF. Documentación en PDF para descargar gratis. Disponible también para leer online.

* Corresponding author 1 MNI - McConnell Brain Imaging Centre 2 Aalborg University Denmark 3 ITACA

Abstract : The atrophy of medial temporal lobe structures is may serve as early biomarkers of Alzheimer-s disease.
The evaluation of hippocampus HC atrophy is estimated by volumetric studies requiring a segmentation step that can be very time consuming when done manually.
This limitation can be overcome by using automatic segmentation methods.
In this study, we propose to validate our nonlocal patch-based method on the Alzheimer-s Disease Neuroimaging Initiative ADNI database by segmenting the HC of Cognitively Normal CN subjects and patients with early Alzheimer-s Disease AD.


Keywords : Alzheimer-s disease hippocmapus segmentation brain neuroimaging nonlocal means





Autor: Pierrick Coupé - Vladimir Fonov - Simon Eskildsen - José Manjón - Douglas Arnold - Louis Collins -

Fuente: https://hal.archives-ouvertes.fr/



DESCARGAR PDF




Documentos relacionados