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Bob D. de Vos
Bob D. de Vos
Amsterdam UMC
Geverifieerd e-mailadres voor amsterdamumc.nl - Homepage
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A deep learning framework for unsupervised affine and deformable image registration
BD De Vos, FF Berendsen, MA Viergever, H Sokooti, M Staring, I Išgum
Medical image analysis 52, 128-143, 2019
4342019
End-to-end unsupervised deformable image registration with a convolutional neural network
BD Vos, FF Berendsen, MA Viergever, M Staring, I Išgum
Deep learning in medical image analysis and multimodal learning for clinical …, 2017
3822017
Nonrigid image registration using multi-scale 3D convolutional neural networks
H Sokooti, B Vos, F Berendsen, BPF Lelieveldt, I Išgum, M Staring
International conference on medical image computing and computer-assisted …, 2017
2942017
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks
JM Wolterink, T Leiner, BD de Vos, RW van Hamersvelt, MA Viergever, ...
Medical image analysis 34, 123-136, 2016
2192016
State-of-the-art deep learning in cardiovascular image analysis
G Litjens, F Ciompi, JM Wolterink, BD de Vos, T Leiner, J Teuwen, I Išgum
JACC: Cardiovascular imaging 12 (8 Part 1), 1549-1565, 2019
1872019
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions
N Lessmann, B van Ginneken, M Zreik, PA de Jong, BD de Vos, ...
IEEE transactions on medical imaging 37 (2), 615-625, 2017
1762017
ConvNet-based localization of anatomical structures in 3-D medical images
BD De Vos, JM Wolterink, PA de Jong, T Leiner, MA Viergever, I Išgum
IEEE transactions on medical imaging 36 (7), 1470-1481, 2017
1042017
2D image classification for 3D anatomy localization: employing deep convolutional neural networks
BD De Vos, JM Wolterink, PA De Jong, MA Viergever, I Išgum
Medical imaging 2016: Image processing 9784, 517-523, 2016
1012016
Direct automatic coronary calcium scoring in cardiac and chest CT
BD de Vos, JM Wolterink, T Leiner, PA de Jong, N Lessmann, I Išgum
IEEE transactions on medical imaging 38 (9), 2127-2138, 2019
752019
Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks
M Zreik, T Leiner, BD De Vos, RW van Hamersvelt, MA Viergever, I Išgum
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 40-43, 2016
642016
An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework
JM Wolterink, T Leiner, BD De Vos, JL Coatrieux, BM Kelm, S Kondo, ...
Medical physics 43 (5), 2361-2373, 2016
572016
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT
N Lessmann, I Išgum, AAA Setio, BD de Vos, F Ciompi, PA de Jong, ...
Medical Imaging 2016: Computer-Aided Diagnosis 9785, 255-260, 2016
502016
Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI
J Sander, BD de Vos, JM Wolterink, I Išgum
Medical imaging 2019: image Processing 10949, 324-330, 2019
452019
Deep learning-based regression and classification for automatic landmark localization in medical images
JMH Noothout, BD De Vos, JM Wolterink, EM Postma, PAM Smeets, ...
IEEE transactions on medical imaging 39 (12), 4011-4022, 2020
432020
Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT
I Išgum, BD de Vos, JM Wolterink, D Dey, DS Berman, M Rubeaux, ...
Journal of Nuclear Cardiology 25 (6), 2133-2142, 2018
402018
Automatic segmentation of thoracic aorta segments in low-dose chest CT
JMH Noothout, BD De Vos, JM Wolterink, I Išgum
Medical Imaging 2018: Image Processing 10574, 446-451, 2018
332018
Automatic coronary artery calcium scoring on radiotherapy planning CT scans of breast cancer patients: reproducibility and association with traditional cardiovascular risk factors
SAM Gernaat, I Išgum, BD De Vos, RAP Takx, DA Young-Afat, N Rijnberg, ...
PLoS One 11 (12), e0167925, 2016
312016
3D convolutional neural networks image registration based on efficient supervised learning from artificial deformations
H Sokooti, B de Vos, F Berendsen, M Ghafoorian, S Yousefi, ...
arXiv preprint arXiv:1908.10235, 2019
222019
CNN-based landmark detection in cardiac CTA scans
JMH Noothout, BD de Vos, JM Wolterink, T Leiner, I Išgum
arXiv preprint arXiv:1804.04963, 2018
222018
Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images
J Šprem, BD De Vos, N Lessmann, RW Van Hamersvelt, MJW Greuter, ...
PloS one 13 (12), e0209318, 2018
192018
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