Bob D. de Vos

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Postdoctoral Research Scientist at University Medical Center Utrecht

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

Although high resolution isotropic 3D medical images are desired in clin...
10/25/2020 ∙ by Jörg Sander, et al. ∙ 0 ∙ share

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Deep Group-wise Variational Diffeomorphic Image Registration

Deep neural networks are increasingly used for pair-wise image registrat...
10/01/2020 ∙ by Tycho F. A. van der Ouderaa, et al. ∙ 9 ∙ share

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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...
07/10/2020 ∙ by Julia M. H. Noothout, et al. ∙ 49 ∙ share

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Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

Cardiovascular disease (CVD) is the global leading cause of death. A str...
02/12/2019 ∙ by Bob D. de Vos, et al. ∙ 38 ∙ share

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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...
11/22/2018 ∙ by Bas H. M. van der Velden, et al. ∙ 10 ∙ share

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

Morphological analysis and identification of pathologies in the aorta ar...
10/09/2018 ∙ by Julia M. H. Noothout, et al. ∙ 0 ∙ share

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Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI

Current state-of-the-art deep learning segmentation methods have not yet...
09/27/2018 ∙ by Jörg Sander, et al. ∙ 4 ∙ share

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A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

Image registration, the process of aligning two or more images, is the c...
09/17/2018 ∙ by Bob D. de Vos, et al. ∙ 0 ∙ share

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CNN-based Landmark Detection in Cardiac CTA Scans

Fast and accurate anatomical landmark detection can benefit many medical...
04/13/2018 ∙ by Julia M. H. Noothout, et al. ∙ 0 ∙ share

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Direct and Real-Time Cardiovascular Risk Prediction

Coronary artery calcium (CAC) burden quantified in low-dose chest CT is ...
12/08/2017 ∙ by Bob D. de Vos, et al. ∙ 0 ∙ share

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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...
11/01/2017 ∙ by Nikolas Lessmann, et al. ∙ 0 ∙ share

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