research
∙
06/01/2022
A comparative study between vision transformers and CNNs in digital pathology
Recently, vision transformers were shown to be capable of outperforming ...
share
research
∙
07/27/2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms
Generative adversarial networks (GANs) have provided promising data enri...
research
∙
05/20/2020
Risk of Training Diagnostic Algorithms on Data with Demographic Bias
One of the critical challenges in machine learning applications is to ha...
research
∙
02/17/2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model
We propose a hybrid controllable image generation method to synthesize a...
research
∙
10/20/2016
Retrieving challenging vessel connections in retinal images by line co-occurrence statistics
Natural images contain often curvilinear structures, which might be disc...
research
∙
08/29/2016
Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images
Tree-like structures such as retinal images are widely studied in comput...
research
∙
12/21/2015
