Jelmer M. Wolterink
Jelmer M. Wolterink
Assistant Professor, University of Twente
Geverifieerd e-mailadres voor utwente.nl - Homepage
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Generative adversarial networks for noise reduction in low-dose CT
JM Wolterink, T Leiner, MA Viergever, I Išgum
IEEE transactions on medical imaging 36 (12), 2536-2545, 2017
2552017
Deep MR to CT synthesis using unpaired data
JM Wolterink, AM Dinkla, MHF Savenije, PR Seevinck, CAT van den Berg, ...
International workshop on simulation and synthesis in medical imaging, 14-23, 2017
1832017
Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ...
IEEE transactions on medical imaging 37 (11), 2514-2525, 2018
1362018
Deep learning for multi-task medical image segmentation in multiple modalities
P Moeskops, JM Wolterink, BHM van der Velden, KGA Gilhuijs, T Leiner, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2016
1212016
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
982016
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
M Zreik, N Lessmann, RW van Hamersvelt, JM Wolterink, M Voskuil, ...
Medical image analysis 44, 72-85, 2018
652018
Dilated convolutional neural networks for cardiovascular MR segmentation in congenital heart disease
JM Wolterink, T Leiner, MA Viergever, I Isgum
HVSMR 2016: MICCAI Workshop on Whole-Heart and Great Vessel Segmentation …, 2016
642016
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
562016
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
522017
Automatic coronary calcium scoring in cardiac CT angiography using convolutional neural networks
JM Wolterink, T Leiner, MA Viergever, I Išgum
International Conference on Medical Image Computing and Computer-Assisted …, 2015
472015
Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT with Ambiguity Detection
JM Wolterink, T Leiner, RAP Takx, MA Viergever, I Isgum
IEEE transactions on medical imaging 34 (9), 1867 - 1878, 2015
342015
MR-only brain radiation therapy: dosimetric evaluation of synthetic CTs generated by a dilated convolutional neural network
AM Dinkla, JM Wolterink, M Maspero, MHF Savenije, JJC Verhoeff, ...
International Journal of Radiation Oncology* Biology* Physics 102 (4), 801-812, 2018
332018
Automatic segmentation and disease classification using cardiac cine MR images
JM Wolterink, T Leiner, MA Viergever, I Išgum
International Workshop on Statistical Atlases and Computational Models of …, 2017
332017
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, 2361, 2016
262016
A recurrent CNN for automatic detection and classification of coronary artery plaque and stenosis in coronary CT angiography
M Zreik, RW van Hamersvelt, JM Wolterink, T Leiner, MA Viergever, ...
IEEE transactions on medical imaging 38 (7), 1588-1598, 2018
252018
Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier
JM Wolterink, RW van Hamersvelt, MA Viergever, T Leiner, I Išgum
Medical image analysis 51, 46-60, 2019
212019
Submillisievert coronary calcium quantification using model-based iterative reconstruction: a within-patient analysis
AM den Harder, JM Wolterink, MJ Willemink, AMR Schilham, PA de Jong, ...
European journal of radiology 85 (11), 2152-2159, 2016
162016
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
152019
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), 1549-1565, 2019
142019
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
142018
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