research
∙
08/18/2023
Can ultrasound confidence maps predict sonographers' labeling variability?
Measuring cross-sectional areas in ultrasound images is a standard tool ...
share
research
∙
07/29/2023
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models
Ultrasound image reconstruction can be approximately cast as a linear in...
research
∙
11/22/2021
Deformable Image Registration with Deep Network Priors: a Study on Longitudinal PET Images
Longitudinal image registration is challenging and has not yet benefited...
research
∙
06/21/2021
3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching
We address the problem of 3D shape registration and we propose a novel t...
research
∙
06/15/2021
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation
This paper addresses the domain shift problem for segmentation. As a sol...
research
∙
12/14/2020
Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration
Matching articulated shapes represented by voxel-sets reduces to maximal...
research
∙
11/27/2020
Lightweight U-Net for High-Resolution Breast Imaging
We study the fully convolutional neural networks in the context of malig...
research
∙
11/26/2020
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscles Segmentation and Propagation in 3-D Freehand Ultrasound
We present an accurate, fast and efficient method for segmentation and m...
research
∙
02/04/2019
Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification
Fractures of the proximal femur represent a critical entity in the weste...
research
∙
11/05/2018
Redefining Ultrasound Compounding: Computational Sonography
Freehand three-dimensional ultrasound (3D-US) has gained considerable in...
research
∙
09/27/2018
Weakly-Supervised Localization and Classification of Proximal Femur Fractures
In this paper, we target the problem of fracture classification from cli...
research
∙
07/19/2018
Capsule Networks against Medical Imaging Data Challenges
A key component to the success of deep learning is the availability of m...
research
∙
09/17/2016
A Deep Metric for Multimodal Registration
Multimodal registration is a challenging problem in medical imaging due ...
research
∙
05/26/2014
