activity
20182022
most citedGenerative Adversarial Networks for MR-CT Deformable Image Registration

45 citations · 91 across the 9 of their papers we have counts for

collaborators

10 papers

physics.med-ph2022

Three-dimensional imaging of porcine joint tissues down to the subcellular level

Georg Schulz, Andrea Barbero, Francine Wolf +7

Joint tissues consist of trabecular and cortical bone as well as calcified and hyaline cartilage, which presents a challenge for hard X-ray-based visualization on the sub-cellular…

physics.bio-ph2022★ 3 cited

Three-dimensional imaging and analysis of annual layers in tree trunk and tooth cementum

Bert Müller, Muriel Stiefel, Griffin Rodgers +10

The growth of plants, animals, and humans can give rise to layered structures associated with annual periodicity. Thickness variations are often correlated to nutrition supply and…

cs.CV2020

Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation

Firat Ozdemir, Christine Tanner, Orcun Goksel

Bone surface delineation in ultrasound is of interest due to its potential in diagnosis, surgical planning, and post-operative follow-up in orthopedics, as well as the potential of…

cs.CV2019

Active Learning for Segmentation Based on Bayesian Sample Queries

Firat Ozdemir, Zixuan Peng, Philipp Fuernstahl +2

Segmentation of anatomical structures is a fundamental image analysis task for many applications in the medical field. Deep learning methods have been shown to perform well, but fo…

eess.IV2019

SCATGAN for Reconstruction of Ultrasound Scatterers Using Generative Adversarial Networks

Andrawes Al Bahou, Christine Tanner, Orcun Goksel

Computational simulation of ultrasound (US) echography is essential for training sonographers. Realistic simulation of US interaction with microscopic tissue structures is often mo…

cs.CV2019

Siamese Networks with Location Prior for Landmark Tracking in Liver Ultrasound Sequences

Alvaro Gomariz, Weiye Li, Ece Ozkan +2

Image-guided radiation therapy can benefit from accurate motion tracking by ultrasound imaging, in order to minimize treatment margins and radiate moving anatomical targets, e.g.,…