Bob D. de Vos

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 46

Top Topics

Convolutional Neural Network

Image Registration

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Jörg Sander, Bob D. de Vos, Steffen Bruns, Nils Planken, Max A. Viergever, Tim Leiner, Ivana Isgum
Reconstruction and completion of high-resolution 3D cardiac shapes using anisotropic CMRI segmentations and continuous implicit neural representations. Comput. Biol. Medicine 164 (2023)
Sanne G. M. van Velzen, Bob D. de Vos, Julia M. H. Noothout, Helena M. Verkooijen, Max A. Viergever, Ivana Isgum
Generative Models for Reproducible Coronary Calcium Scoring. CoRR (2022)
Jörg Sander, Bob D. de Vos, Ivana Isgum
Autoencoding low-resolution MRI for semantically smooth interpolation of anisotropic MRI. Medical Image Anal. 78 (2022)
Jörg Sander, Bob D. de Vos, Ivana Isgum
Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI. CoRR (2022)
Zhiwei Zhai, Yining Wang, Bob D. de Vos, Julia M. H. Noothout, Nils Planken, Ivana Isgum
Generative adversarial network for coronary artery plaque synthesis in coronary CT angiography. Medical Imaging: Image Processing (2022)
Jörg Sander, Bob D. de Vos, Ivana Isgum
Unsupervised super-resolution: creating high-resolution medical images from low-resolution anisotropic examples. Medical Imaging: Image Processing (2021)
Matthijs Oudkerk, Bob D. de Vos, M. M. Winter, Ivana Isgum
Deep Learning-Based Data-Point Precise R-Peak Detection in Single-Lead Electrocardiograms. EMBC (2021)
Julia M. H. Noothout, Elbrich M. Postma, Sanne Boesveldt, Bob D. de Vos, Paul A. M. Smeets, Ivana Isgum
Automatic segmentation of the olfactory bulbs in MRI. Medical Imaging: Image Processing (2021)
Jörg Sander, Bob D. de Vos, Ivana Isgum
Automatic segmentation with detection of local segmentation failures in cardiac MRI. CoRR (2020)
Jörg Sander, Bob D. de Vos, Ivana Isgum
Unsupervised Super-Resolution: Creating High-Resolution Medical Images from Low-Resolution Anisotropic Examples. CoRR (2020)
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Elbrich M. Postma, Paul A. M. Smeets, Richard A. P. Takx, Tim Leiner, Max A. Viergever, Ivana Isgum
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images. IEEE Trans. Medical Imaging 39 (12) (2020)
Bob D. de Vos, Bas H. M. van der Velden, Jörg Sander, Kenneth G. A. Gilhuijs, Marius Staring, Ivana Isgum
Mutual information for unsupervised deep learning image registration. Medical Imaging: Image Processing (2020)
Sanne G. M. van Velzen, Bob D. de Vos, Helena M. Verkooijen, Tim Leiner, Max A. Viergever, Ivana Isgum
Coronary artery calcium scoring: Can we do better? Medical Imaging: Image Processing (2020)
Tycho F. A. van der Ouderaa, Ivana Isgum, Wouter B. Veldhuis, Bob D. de Vos
Deep Group-wise Variational Diffeomorphic Image Registration. CoRR (2020)
Tycho F. A. van der Ouderaa, Ivana Isgum, Wouter B. Veldhuis, Bob D. de Vos
Deep Group-Wise Variational Diffeomorphic Image Registration. TIA@MICCAI (2020)
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Elbrich M. Postma, Paul A. M. Smeets, Richard A. P. Takx, Tim Leiner, Max A. Viergever, Ivana Isgum
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images. CoRR (2020)
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. CoRR (2019)
Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Mohsen Ghafoorian, Sahar Yousefi, Boudewijn P. F. Lelieveldt, Ivana Isgum, Marius Staring
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations. CoRR (2019)
Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. IEEE Trans. Medical Imaging 38 (9) (2019)
Jörg Sander, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. Medical Imaging: Image Processing (2019)
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum
A deep learning framework for unsupervised affine and deformable image registration. Medical Image Anal. 52 (2019)
Bas H. M. van der Velden, Bob D. de Vos, Claudette E. Loo, Hugo J. Kuijf, Ivana Isgum, Kenneth G. A. Gilhuijs
Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing. Medical Imaging: Computer-Aided Diagnosis (2019)
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
Automatic segmentation of thoracic aorta segments in low-dose chest CT. Medical Imaging: Image Processing (2018)
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT. CoRR (2018)
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. CoRR (2018)
Bas H. M. van der Velden, Bob D. de Vos, Claudette E. Loo, Hugo J. Kuijf, Ivana Isgum, Kenneth G. A. Gilhuijs
Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing. CoRR (2018)
Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions. IEEE Trans. Medical Imaging 37 (2) (2018)
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
CNN-based Landmark Detection in Cardiac CTA Scans. CoRR (2018)
Jörg Sander, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. CoRR (2018)
Bob D. de Vos, Nikolas Leßmann, Pim A. de Jong, Max A. Viergever, Ivana Isgum
Direct and Real-Time Cardiovascular Risk Prediction. CoRR (2017)
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images. IEEE Trans. Medical Imaging 36 (7) (2017)
Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions. CoRR (2017)
Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Boudewijn P. F. Lelieveldt, Ivana Isgum, Marius Staring
Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks. MICCAI (1) (2017)
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Isgum
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network. DLMIA/ML-CDS@MICCAI (2017)
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Isgum
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network. CoRR (2017)
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
ConvNet-Based Localization of Anatomical Structures in 3D Medical Images. CoRR (2017)
Jurica Sprem, Bob D. de Vos, Pim A. de Jong, Max A. Viergever, Ivana Isgum
Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network. Medical Imaging: Image Processing (2017)
Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. CoRR (2017)
Jelmer M. Wolterink, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks. Medical Image Anal. 34 (2016)
Nikolas Leßmann, Ivana Isgum, Arnaud A. A. Setio, Bob D. de Vos, Francesco Ciompi, Pim A. de Jong, Matthijs Oudkerk, W. P. Th. M. Mali, Max A. Viergever, Bram van Ginneken
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. Medical Imaging: Computer-Aided Diagnosis (2016)
Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks. ISBI (2016)
Bob D. de Vos, Jessica van Setten, Pim A. de Jong, Willem Mali, Matthijs Oudkerk, Max A. Viergever, Ivana Isgum
Genome-wide association study of coronary and aortic calcification in lung cancer screening CT. Medical Imaging: Image Processing (2016)
Hugo J. Kuijf, Pim Moeskops, Bob D. de Vos, Willem H. Bouvy, Jeroen de Bresser, Geert Jan Biessels, Max A. Viergever, Koen L. Vincken
Supervised novelty detection in brain tissue classification with an application to white matter hyperintensities. Medical Imaging: Image Processing (2016)
Ivana Isgum, Bob D. de Vos, Jelmer M. Wolterink, Damini Dey, Daniel S. Berman, Mathieu Rubeaux, Tim Leiner, Piotr J. Slomka
Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs. Medical Imaging: Image Processing (2016)
Bob D. de Vos, Max A. Viergever, Pim A. de Jong, Ivana Isgum
Automatic Slice Identification in 3D Medical Images with a ConvNet Regressor. LABELS/DLMIA@MICCAI (2016)
Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2D image classification for 3D anatomy localization: employing deep convolutional neural networks. Medical Imaging: Image Processing (2016)
Bob D. de Vos, Pim A. de Jong, Jelmer M. Wolterink, Rozemarijn Vliegenthart, Geoffrey V. F. Wielingen, Max A. Viergever, Ivana Isgum
Automatic machine learning based prediction of cardiovascular events in lung cancer screening data. Medical Imaging: Computer-Aided Diagnosis (2015)