A deep learning method for automatic segmentation of the bony orbit in MRI and CT images

Abstract This paper proposes a fully automatic method to segment the inner boundary of the bony orbit in two different image modalities: magnetic resonance imaging (MRI) and computed tomography (CT). The method, based on a deep learning architecture, uses two fully convolutional neural networks in s...

Full description

Bibliographic Details
Main Authors: Jared Hamwood, Beat Schmutz, Michael J. Collins, Mark C. Allenby, David Alonso-Caneiro
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-93227-3