Ivana Isgum
Ivana Isgum
University Professor of AI and Medical Imaging, Amsterdam University Medical Center
Verified email at amsterdamumc.nl
Title
Cited by
Cited by
Year
Automatic segmentation of MR brain images with a convolutional neural network
P Moeskops, MA Viergever, AM Mendrik, LS De Vries, MJNL Benders, ...
IEEE transactions on medical imaging 35 (5), 1252-1261, 2016
5062016
Multi-atlas-based segmentation with local decision fusion—application to cardiac and aortic segmentation in CT scans
I Isgum, M Staring, A Rutten, M Prokop, MA Viergever, B Van Ginneken
IEEE transactions on medical imaging 28 (7), 1000-1010, 2009
3892009
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
3112017
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
2322017
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
1982018
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
1802017
Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus
EM van Rikxoort, I Isgum, Y Arzhaeva, M Staring, S Klein, MA Viergever, ...
Medical image analysis 14 (1), 39-49, 2010
1792010
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
1512017
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
1392016
CT-quantified emphysema in male heavy smokers: association with lung function decline
FAAM Hoesein, B de Hoop, P Zanen, H Gietema, CLJJ Kruitwagen, ...
Thorax 66 (9), 782-787, 2011
1242011
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
1222016
Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans
OM Mets, CFM Buckens, P Zanen, I Isgum, B van Ginneken, M Prokop, ...
Jama 306 (16), 1775-1781, 2011
1222011
Comparing coronary artery calcium and thoracic aorta calcium for prediction of all-cause mortality and cardiovascular events on low-dose non-gated computed tomography in a high …
PC Jacobs, M Prokop, Y van der Graaf, MJ Gondrie, KJ Janssen, ...
Atherosclerosis 209 (2), 455-462, 2010
1162010
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
1022019
Coronary artery calcium can predict all-cause mortality and cardiovascular events on low-dose CT screening for lung cancer
PC Jacobs, MJA Gondrie, Y van der Graaf, HJ de Koning, I Isgum, ...
American Journal of Roentgenology 198 (3), 505-511, 2012
1002012
Genome-wide association study of coronary and aortic calcification implicates risk loci for coronary artery disease and myocardial infarction
J van Setten, I Isgum, J Smolonska, S Ripke, PA de Jong, M Oudkerk, ...
Atherosclerosis 228 (2), 400-405, 2013
892013
Detection of coronary calcifications from computed tomography scans for automated risk assessment of coronary artery disease
I Išgum, A Rutten, M Prokop, B van Ginneken
Medical physics 34 (4), 1450-1461, 2007
892007
Automatic coronary calcium scoring in low-dose chest computed tomography
I Isgum, M Prokop, M Niemeijer, MA Viergever, B Van Ginneken
IEEE transactions on medical imaging 31 (12), 2322-2334, 2012
832012
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
812018
Brain tissue volumes in preterm infants: prematurity, perinatal risk factors and neurodevelopmental outcome: a systematic review
K Keunen, KJ Kersbergen, F Groenendaal, I Isgum, LS De Vries, ...
The Journal of Maternal-Fetal & Neonatal Medicine 25 (sup1), 89-100, 2012
772012
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