3D kidney segmentation from abdominal diffusion MRI using an appearance-guided deformable boundary.

A new technique for more accurate automatic segmentation of the kidney from its surrounding abdominal structures in diffusion-weighted magnetic resonance imaging (DW-MRI) is presented. This approach combines a new 3D probabilistic shape model of the kidney with a first-order appearance model and fou...

Full description

Bibliographic Details
Main Authors: Mohamed Shehata, Ali Mahmoud, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Mohamed Abou El-Ghar, Moumen El-Melegy, Ayman El-Baz
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6044527?pdf=render