STEM-IFOF: Segmentation of the Stem region of Inferior Fronto-Occipital Fasciculus

Name: STEM-IFOF: Segmentation of the Stem region of Inferior Fronto-Occipital Fasciculus
Published: 2019-10-11
License: ccby.40

ADB, Paolo Avesani, Pietro Astolfi

doi:10.25663/brainlife.pub.8

STEM-IFOF: Segmentation of the Stem region of Inferior Fronto-Occipital Fasciculus10.25663/brainlife.pub.82019-10-11Automatic segmentation of the IFOF stem region (stem-ROI) using a Convolutional Neural Network (CNN). The dataset is composed of colored Fraction Anisotropy (cFA) images paired with the corresponding labeled stem-ROIs. In total there are 158 subjects, in which 128 have been used for training and 30 for test. For the test subjects the inferred stem-ROIs has been computed with the "TractSeg-BrainLife-test" app.