Diana Mateus | DeepAI

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∙ 08/18/2023

Can ultrasound confidence maps predict sonographers' labeling variability?

Measuring cross-sectional areas in ultrasound images is a standard tool ...

0 Vanessa Gonzalez Duque, et al. ∙

∙ 07/29/2023

Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models

Ultrasound image reconstruction can be approximately cast as a linear in...

0 Yuxin Zhang, et al. ∙

∙ 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...

11 Constance Fourcadea, et al. ∙

∙ 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...

0 Avinash Sharma, et al. ∙

∙ 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...

0 Dawood Al Chanti, et al. ∙

∙ 12/14/2020

Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration

Matching articulated shapes represented by voxel-sets reduces to maximal...

0 Diana Mateus, et al. ∙

∙ 11/27/2020

Lightweight U-Net for High-Resolution Breast Imaging

We study the fully convolutional neural networks in the context of malig...

0 Mickael Tardy, et al. ∙

∙ 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...

0 Dawood Al Chanti, et al. ∙

∙ 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...

20 Amelia Jiménez-Sánchez, et al. ∙

∙ 11/05/2018

Redefining Ultrasound Compounding: Computational Sonography

Freehand three-dimensional ultrasound (3D-US) has gained considerable in...

2 Rüdiger Göbl, et al. ∙

∙ 09/27/2018

Weakly-Supervised Localization and Classification of Proximal Femur Fractures

In this paper, we target the problem of fracture classification from cli...

0 Amelia Jiménez-Sánchez, et al. ∙

∙ 07/19/2018

Capsule Networks against Medical Imaging Data Challenges

A key component to the success of deep learning is the availability of m...

0 Amelia Jiménez-Sánchez, et al. ∙

∙ 09/17/2016

A Deep Metric for Multimodal Registration

Multimodal registration is a challenging problem in medical imaging due ...

0 Martin Simonovsky, et al. ∙

∙ 05/26/2014

Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies

In motion analysis and understanding it is important to be able to fit a...

0 Fabio Cuzzolin, et al. ∙

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