63 citations · 99 across the 19 of their papers we have counts for
4 papers · 1 filter
Diffusion Tensor Estimation with Uncertainty Calibration
Davood Karimi, Simon K. Warfield, Ali Gholipour
It is highly desirable to know how uncertain a model's predictions are, especially for models that are complex and hard to understand as in deep learning. Although there has been a…
Automatic Segmentation of the Prostate on 3D Trans-rectal Ultrasound Images using Statistical Shape Models and Convolutional Neural Networks
Golnoosh Samei, Davood Karimi, Claudia Kesch +1
In this work we propose to segment the prostate on a challenging dataset of trans-rectal ultrasound (TRUS) images using convolutional neural networks (CNNs) and statistical shape m…
Interpolation of CT Projections by Exploiting Their Self-Similarity and Smoothness
Davood Karimi, Rabab K. Ward
As the medical usage of computed tomography (CT) continues to grow, the radiation dose should remain at a low level to reduce the health risks. Therefore, there is an increasing ne…
Convolution-Free Medical Image Segmentation using Transformers
Davood Karimi, Serge Vasylechko, Ali Gholipour
Like other applications in computer vision, medical image segmentation has been most successfully addressed using deep learning models that rely on the convolution operation as the…