Bob D. de Vos

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Postdoctoral Research Scientist at University Medical Center Utrecht

Featured Co-authors

Bram van Ginneken
44 publications
Ivana Isgum
34 publications
Max A. Viergever
25 publications
Jelmer M. Wolterink
24 publications
Tim Leiner
15 publications
Marius Staring
14 publications
Hugo J. Kuijf
12 publications
Nikolas Lessmann
10 publications
Bas H. M. van der Velden
8 publications
Hessam Sokooti
8 publications
Majd Zreik
7 publications

∙ 05/24/2022

Generative Models for Reproducible Coronary Calcium Scoring

Purpose: Coronary artery calcium (CAC) score, i.e. the amount of CAC qua...

Sanne G. M. van Velzen, et al. ∙

∙ 02/18/2022

Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI

High-resolution medical images are beneficial for analysis but their acq...

Jörg Sander, et al. ∙

∙ 11/13/2020

Automatic segmentation with detection of local segmentation failures in cardiac MRI

Segmentation of cardiac anatomical structures in cardiac magnetic resona...

Jörg Sander, et al. ∙

∙ 10/25/2020

Unsupervised Super-Resolution: Creating High-Resolution Medical Images from Low-Resolution Anisotropic Examples

Although high resolution isotropic 3D medical images are desired in clin...

Jörg Sander, et al. ∙

∙ 10/01/2020

Deep Group-wise Variational Diffeomorphic Image Registration

Deep neural networks are increasingly used for pair-wise image registrat...

Tycho F. A. van der Ouderaa, et al. ∙

∙ 07/10/2020

Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images

In this study, we propose a fast and accurate method to automatically lo...

Julia M. H. Noothout, et al. ∙

∙ 02/12/2019

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

Cardiovascular disease (CVD) is the global leading cause of death. A str...

Bob D. de Vos, et al. ∙

∙ 11/22/2018

Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing

Response of breast cancer to neoadjuvant chemotherapy (NAC) can be monit...

Bas H. M. van der Velden, et al. ∙

∙ 10/09/2018

Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT

Morphological analysis and identification of pathologies in the aorta ar...

Julia M. H. Noothout, et al. ∙

∙ 09/27/2018

Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI

Current state-of-the-art deep learning segmentation methods have not yet...

Jörg Sander, et al. ∙

∙ 09/17/2018

A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

Image registration, the process of aligning two or more images, is the c...

Bob D. de Vos, et al. ∙

∙ 04/13/2018

CNN-based Landmark Detection in Cardiac CTA Scans

Fast and accurate anatomical landmark detection can benefit many medical...

Julia M. H. Noothout, et al. ∙

∙ 12/08/2017

Direct and Real-Time Cardiovascular Risk Prediction

Coronary artery calcium (CAC) burden quantified in low-dose chest CT is ...

Bob D. de Vos, et al. ∙

∙ 11/01/2017

Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions

Heavy smokers undergoing screening with low-dose chest CT are affected b...

Nikolas Lessmann, et al. ∙