3 papers
cs.CV2023
Inverse Consistency by Construction for Multistep Deep Registration
Hastings Greer, Lin Tian, Francois-Xavier Vialard +5
Inverse consistency is a desirable property for image registration. We propose a simple technique to make a neural registration network inverse consistent by construction, as a con…
q-bio.QM2021
Inferring the Localization of White-Matter Tracts using Diffusion Driven Label Fusion
Guillermo Gallardo, Gaston Zanitti, Mat Higger +2
Inferring which pathways are affected by a brain lesion is key for both pre and post-treatment planning. However, many disruptive lesions cause changes in the tissue that interrupt…
stat.AP2017
Subject-Specific Abnormal Region Detection in Traumatic Brain Injury Using Sparse Model Selection on High Dimensional Diffusion Data
Matineh Shaker, Deniz Erdogmus, Jennifer Dy +1
We present a method to estimate a multivariate Gaussian distribution of diffusion tensor features in a set of brain regions based on a small sample of healthy individuals, and use…