Bob D. de Vos
Bob D. de Vos
PostDoc at ISI, UMCU
Bestätigte E-Mail-Adresse bei umcutrecht.nl - Startseite
TitelZitiert vonJahr
End-to-end unsupervised deformable image registration with a convolutional neural network
BD de Vos, FF Berendsen, MA Viergever, M Staring, I Išgum
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
852017
Nonrigid image registration using multi-scale 3D convolutional neural networks
H Sokooti, B de Vos, F Berendsen, BPF Lelieveldt, I Išgum, M Staring
International Conference on Medical Image Computing and Computer-Assisted …, 2017
722017
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
712016
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
392017
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, 97841Y, 2016
362016
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
322017
Multiethnic exome-wide association study of subclinical atherosclerosis
P Natarajan, JC Bis, LF Bielak, AJ Cox, M Dörr, MF Feitosa, ...
Circulation: Cardiovascular Genetics 9 (6), 511-520, 2016
32*2016
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
212019
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
192016
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
162016
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, 978511, 2016
142016
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
112016
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
82018
Automatic slice identification in 3D medical images with a ConvNet regressor
BD de Vos, MA Viergever, PA de Jong, I Išgum
Deep Learning and Data Labeling for Medical Applications, 161-169, 2016
52016
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, 105741S, 2018
42018
Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network
J Šprem, BD de Vos, PA de Jong, MA Viergever, I Išgum
Medical Imaging 2017: Image Processing 10133, 101330R, 2017
32017
Supervised novelty detection in brain tissue classification with an application to white matter hyperintensities
HJ Kuijf, P Moeskops, BD de Vos, WH Bouvy, J de Bresser, GJ Biessels, ...
Medical Imaging 2016: Image Processing 9784, 978421, 2016
32016
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, 2019
22019
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, 1094919, 2019
12019
Direct and Real-Time Cardiovascular Risk Prediction
BD de Vos, N Lessmann, PA de Jong, MA Viergever, I Isgum
arXiv preprint arXiv:1712.02982, 2017
12017
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