4 citations · 10 across the 7 of their papers we have counts for
3 papers · 1 filter
Local Morphometry of Closed, Implicit Surfaces
Bryce A Besler, Tannis D. Kemp, Andrew S. Michalski +2
Anatomical structures such as the hippocampus, liver, and bones can be analyzed as orientable, closed surfaces. This permits the computation of volume, surface area, mean curvature…
Bidirectional Modeling and Analysis of Brain Aging with Normalizing Flows
Matthias Wilms, Jordan J. Bannister, Pauline Mouches +4
Brain aging is a widely studied longitudinal process throughout which the brain undergoes considerable morphological changes and various machine learning approaches have been propo…
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes
Giles Tetteh, Velizar Efremov, Nils D. Forkert +6
We present DeepVesselNet, an architecture tailored to the challenges faced when extracting vessel networks or trees and corresponding features in 3-D angiographic volumes using dee…