Bob D. de Vos | DeepAI

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Featured Co-authors

Bram van Ginneken
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Marius Staring
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Hugo J. Kuijf
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Bas H. M. van der Velden
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Pim A. de Jong
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Hessam Sokooti
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∙ 05/24/2022

Generative Models for Reproducible Coronary Calcium Scoring

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

0 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...

5 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...

1 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...

0 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...

9 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...

49 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...

38 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...

10 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...

0 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...

4 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...

0 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...

0 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 ...

0 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...

0 Nikolas Lessmann, et al. ∙

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