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Jelmer M. Wolterink
Jelmer M. Wolterink
Assistant Professor, University of Twente
Geverifieerd e-mailadres voor utwente.nl - Homepage
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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
15672018
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
10362017
Deep MR to CT synthesis using unpaired data
JM Wolterink, AM Dinkla, MHF Savenije, PR Seevinck, CAT van den Berg, ...
Simulation and Synthesis in Medical Imaging: Second International Workshop …, 2017
7082017
Deep learning for multi-task medical image segmentation in multiple modalities
P Moeskops, JM Wolterink, BHM Van Der Velden, KGA Gilhuijs, T Leiner, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016
4182016
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
3402019
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
3032016
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
2392018
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
2252018
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
1912019
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
1532018
Automatic segmentation and disease classification using cardiac cine MR images
JM Wolterink, T Leiner, MA Viergever, I Išgum
Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS …, 2018
1362018
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
1322016
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
1312016
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
1282015
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
1232017
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
1162019
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
1022020
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
882016
Automatic coronary calcium scoring in cardiac CT angiography using convolutional neural networks
JM Wolterink, T Leiner, MA Viergever, I Išgum
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015
842015
Graph convolutional networks for coronary artery segmentation in cardiac CT angiography
JM Wolterink, T Leiner, I Išgum
Graph Learning in Medical Imaging: First International Workshop, GLMI 2019 …, 2019
762019
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