Publications

2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2005 | 2004 | 2003

2018


Papers in conference proceedings

1.J.M.H. Noothout, B.D. de Vos, J.M. Wolterink, I. Isgum. Automatic segmentation of thoracic aorta segments in low-dose chest CT. In: SPIE Medical Imaging, in press, 2018 ( Abstract |BibTeX)
2.N. Lessmann, B. van Ginneken, I. Isgum. Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images. In: SPIE Medical Imaging, in press, 2018 ( Abstract |BibTeX)



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2017

Papers in international journals

1.P. Moeskops, J. de Bresser, H.J Kuijf, A.M Mendrik, G.J. Biessels, J.P. Pluim, I. Išgum. Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI. NeuroImage Clinical, in press, 2017 ( Abstract | pdf BibTeX)
2.C. Coviello, K. Keunen, K.J. Kersbergen, F. Groenendaal, A. Leemans, B. Peels, I. Isgum, M.A. Viergever, L.S. de Vries, G. Buonocore, V.P. Carnielli, M.J.N.L. Benders. Effects of early nutrition and growth on brain volumes, white matter microstructure and neurodevelopmental outcome in preterm newborns, in print. Pediatric Research, 2017 ( Abstract | pdf BibTeX)
3.I. Isgum, B.D. de Vos, J.M. Wolterink, D. Dey, D.S. Berman, M. Rubeaux, T. Leiner, P. J. Slomka. Erratum to: Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT. Journal of Nuclear Cardiology, 2017, pp. 1–1 ( Abstract | pdf BibTeX)
4.J.M. Wolterink, T. Leiner, M.A. Viergever, I. Isgum. Generative adversarial networks for noise reduction in low-dose CT. IEEE Transactions on Medical Imaging, in press, 2017 ( Abstract | pdf BibTeX)
5.P. Moeskops, I. Isgum, K. Keunen, N.H.P. Claessens, I.C. van Haastert, F. Groenendaal, L.S. de Vries, M.A. Viergever, M.J.N.L. Benders. Prediction of cognitive and motor outcome of preterm infants based on automatic quantitative descriptors from neonatal MR brain images. Scientific Reports, 2017, vol. 7, nr. 2163 ( Abstract | pdf BibTeX)
6.E. Pompe, P.A. de Jong, D.A. Lynch, N. Lessmann, I. Isgum, B. van Ginneken, J.-W.J. Lammers, F.A.A. Mohamed Hoesein. Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial. European Respiratory Journal, 2017, vol. 49, pp. 1601814 ( Abstract | pdf BibTeX)
7.I. Isgum, B.D. de Vos, J.M. Wolterink, D. Dey, D.S. Berman, M. Rubeaux, T. Leiner, P.J. Slomka. Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT . Journal of Nuclear Cardiology, in press, 2017 ( Abstract | pdf BibTeX)
8.B.D. de Vos, J.M. Wolterink, P.A. de Jong, T. Leiner, M.A. Viergever, I. Isgum. ConvNet-based localization of anatomical structures in 3D medical images. IEEE Transactions on Medical Imaging, 2017, vol. 36, nr. 7, pp. 1470-1481 ( Abstract | pdf BibTeX)
9.K. Murphy, N.E. van der Aa, S. Negro, F. Groenendaal, L.S. de Vries, M.A. Viergever, G.B. Boylan, M.J.N.L. Benders, I.Isgum. Automatic quantification of ischemic injury on diffusion-weighted MRI of neonatal hypoxic ischemic encephalopathy. NeuroImage: Clinical, 2017, vol. 14, pp. 222-232 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.B.D. de Vos, F.F. Berendsen, M.A. Viergever, M. Staring, I. Isgum. End-to-end unsupervised deformable image registration with a convolutional neural network. In: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017ML-CDS 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, Proceedings , 2017, pp. 204–212 ( Abstract | pdf BibTeX)
2.H. Sokooti, B.D. de Vos, F. Berendsen, B.P.F. Lelieveldt, I. Isgum, M. Staring. Nonrigid image registration using multi-scale 3D convolutional neural networks. In: Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part 1, 2017, vol. 10433, pp. 232–239 ( Abstract | pdf BibTeX)
3.J.M. Wolterink, T. Leiner, M.A. Viergever, I. Isgum. Automatic segmentation and disease classification using cardiac cine MR images. In: Statistical Atlases and Computational Modeling of the Heart Workshop, in press, 2017 ( Abstract | pdf BibTeX)
4.J.M. Wolterink, A.M. Dinkla, M.H.F. Savenije, P.R. Seevinck, C.A.T. van den Berg, I. Isgum. Deep MR to CT synthesis using unpaired data. In: SASHIMI 2017: Simulation and Synthesis in Medical Imaging, in press, 2017 ( Abstract | pdf BibTeX)
5.N. Khalili, P. Moeskops, N.H.P. Claessens, S. Scherpenzeel, E. Turk, R. de Heus, M.J.N.L. Benders, M.A. Viergever, J.P.W. Pluim, I. Išgum . Automatic segmentation of the intracranial volume in fetal MR images. In: MICCAI Workshop on Fetal and InFant Image analysis (FIFI 2017), 2017 ( Abstract | pdf BibTeX)
6.J. Šprem, B.D. de Vos, P.A. de Jong, M.A. Viergever, I. Isgum. Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network. In: SPIE Medical Imaging, 2017 ( Abstract | pdf BibTeX)
7.J.M. Wolterink, T. Leiner, M.A. Viergever, I. Isgum. Dilated convolutional neural networks for cardiovascular MR segmentation in congenital heart disease. In: HVSMR 2016: MICCAI Workshop on Whole-Heart and Great Vessel Segmentation from 3D Cardiovascular MRI in Congenital Heart Disease, 2017, vol. 10129, pp. 95-102 ( Abstract | pdf BibTeX)

Abstracts

1.N.Lessmann, B. van Ginneken, P.A. de Jong, W.B. Veldhuis, M.A. Viergever, I. Isgum. Deep learning analysis for automatic calcium scoring in routine chest CT. Radiological Society of North America, 103rd Annual Meeting, 2017 ( Abstract |BibTeX)
2.B.D. de Vos, N. Lessmann, P.A. de Jong, M.A. Viergever, I. Isgum. Direct coronary artery calcium scoring in low-dose chest CT using deep learning analysis. Radiological Society of North America, 103rd Annual Meeting, 2017 ( Abstract |BibTeX)
3.M. Zreik, N. Lessmann, R. van Hamersvelt, J. Wolterink, M. Voskuil, M.A Viergever, T. Leiner, I. Isgum . Deep learning analysis of the left ventricular myocardium in cardiac CT images enables detection of functionally significant coronary artery stenosis regardless of coronary anatomy. Radiological Society of North America, 103rd Annual Meeting , 2017 ( Abstract |BibTeX)
4.J.M. Wolterink, T. Leiner, M.A. Viergever, I. Isgum. An adversarial deep learning approach to coronary CT radiation reduction. Society of Cardiovascular Computed Tomography, 12th Annual Scientific Meeting, 2017 ( Abstract |BibTeX)
5.A.M. den Harder, J.M. Wolterink, P.A. de Jong, M.C.H. de Groot, I. Isgum, W.B. Veldhuis, S. Haijtema, I.E. Hoefer, T. Leiner . Towards understanding the role of the hematological system in the pathophysiology of coronary calcifications: A cohort study. Society of Cardiovascular Computed Tomography, 12th Annual Scientific Meeting, 2017 (BibTeX)

PhD Thesis

1.J.M. Wolterink. Machine learning based analysis of cardiovascular images. Utrecht University, The Netherlands, 2017, ISBN: 978-94-6299-587-1 ( Abstract |BibTeX)

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2016

Papers in international journals

1.S.A.M. Gernaat, I. Isgum, B.D. de Vos, R.A.P. Takx, D.A. Young Afat, N. Rijnberg, D.E. Grobbee, Y. van der Graaf, P.A. de Jong, T. Leiner, H.J.G.D. van den Bongard, J.P. Pignol, H.M. Verkooijen. Automatic coronary artery calcium scoring on radiotherapy planning CT scans of breast cancer patients: reproducibility and association with traditional cardiovascular risk factors. Plos One, 2016, vol. 11, nr. 12, pp. e0167925 ( Abstract | pdf BibTeX)
2.P. Natarajan, J. C. Bis, L. F. Bielak, A. J. Cox, M. Dorr, M. F. Feitosa, N. Franceschini, X. Guo, S-J. Hwang, A. Isaacs, M. A. Jhun, et al. Multiethnic Exome-Wide Association Study of Subclinical Atherosclerosis. Circulation. Cardiovascular genetics, 2016, vol. 9, nr. 6, pp. 511-520 ( Abstract | pdf BibTeX)
3.A.M. den Harder, J.M. Wolterink, M.J. Willemink, A.M.R. Schilham, P.A. de Jong, R.P.J. Budde, H.M. Nathoe, I. Isgum, T. Leiner. Submillisievert coronary calcium quantification using model-based iterative reconstruction: a within-patient analysis. European Journal of Radiology, 2016, vol. 85, nr. 11, pp. 2152-2159 ( Abstract | pdf BibTeX)
4.S.W. van der Laan, T. Fall, A. Soumaré, A. Teumer, S. Sedaghat, J. Baumert, D. Zabaneh, J. van Setten, I. Isgum, T.E. Galesloot, J. Arpegård, P. Amouyel, S. Trompet , M. Waldenberger, M. Dörr, P.K. Magnusson, V. Giedraitis, A. Larsson, A.P. Morris, J.F. Felix, A.C. Morrison, N. Franceschini, J.C. Bis, M. Kavousi, C. O'Donnell, F. Drenos, V. Tragante, P.B. Munroe, R. Malik, M. Dichgans, et al. Cystatin C and Cardiovascular Disease: A Mendelian Randomization Study. Journal of the American College of Cardiology, 2016, vol. 68, nr. 9, pp. 934-945 ( Abstract | pdf BibTeX)
5.K.J. Kersbergen, F. Leroy, I. Isgum, F. Groenendaal, L.S. de Vries, N.H.P. Claessens, I.C. van Haastert, P. Moeskops, C. Fischer, J.-F. Mangin, M.A. Viergever, J. Dubois, M.J.N.L. Benders. Relation between clinical risk factors, early cortical changes, and neurodevelopmental outcome in preterm infants. NeuroImage, 2016, vol. 5, nr. 142, pp. 301-310 ( pdf BibTeX)
6.N.H.P. Claessens, P. Moeskops, A. Buchmann, B. Latal, W. Knirsch, I. Scheer, I. Isgum, L.S. de Vries, M.J.N.L. Benders, M. von Rhein. Delayed cortical gray matter development in neonates with severe congenital heart disease. Pediatric Research, 2016, vol. 80, nr. 5, pp. 668-674 ( pdf BibTeX)
7.J.M. Wolterink, T. Leiner, B.D. de Vos, R.W. van Hamersvelt, M.A. Viergever, I. Isgum. Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks. Medical Image Analysis, 2016, vol. 34, pp. 123-136 ( Abstract | pdf BibTeX)
8.P. Moeskops, M.A. Viergever, A.M. Mendrik, L.S. de Vries, M.J.N.L. Benders, I. Isgum. Automatic segmentation of MR brain images with a convolutional neural network. IEEE Transactions on Medical Imaging, 2016, vol. 35, nr. 5, pp. 1252-1261 ( Abstract | pdf BibTeX)
9.P.M. Lemmers, M.J.N.L. Benders, R. D'Ascenzo, J. Zethof, T. Alderliesten, K.J. Kersbergen, I. Isgum, L.S. de Vries, F. Groenendaal, F. van Bel. Patent ductus arteriosus and brain volume.. Pediatrics, 2016, vol. 137, nr. 4, pp. e2015309 ( Abstract | pdf BibTeX)
10.J.M. Wolterink, T. Leiner, B.D. de Vos, J-L. Coatrieux, B.M. Kelm, S. Kondo, R.A. Salgado, R. Shahzad, H. Shu, M. Snoeren, R.A.P. Takx, L.J. van Vliet, T. van Walsum, T.P. Willems, G. Yang, Y. Zheng, M.A. Viergever, I. Isgum. An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework. Medical Physics, 2016, vol. 43, nr. 5, pp. 2361 ( Abstract | pdf BibTeX)
11.A. Vos, W. van Hecke, W.G.M. Spliet, R. Goldschmeding, I. Isgum, R. Kockelkoren, R.L.A.W. Bleys, W.P.T.M. Mali, P.A. de Jong, A. Vink. Predominance of nonatherosclerotic internal elastic lamina calcification in the intracranial internal carotid artery. Stroke, 2016, vol. 47, nr. 1, pp. 221-3 ( Abstract | pdf BibTeX)
12.M.J. Brouwer, L.S. de Vries, K.J. Kersbergen, N.E. van der Aa, A.J. Brouwer, M.A. Viergever, I. Isgum, K.S. Han, F. Groenendaal, M.J.N.L. Benders. Effects of posthemorrhagic ventricular dilatation in the preterm infant on brain volumes and white matter diffusion variables at term-equivalent age. Journal of Pediatrics, 2016, vol. 168, pp. 41-49.e1 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.P. Moeskops, J.M. Wolterink, B.H.M. van der Velden, K.G.A. Gilhuijs, T. Leiner, M.A. Viergever, I. Isgum. Deep learning for multi-task medical image segmentation in multiple modalities. In: Medical Image Computing and Computer-Assisted Intervention, 2016, vol. 9901, pp. 478-486 ( Abstract | pdf BibTeX)
2.B.D. de Vos, M.A. Viergever, P.A. de Jong, I. Isgum. Automatic Slice Identification in 3D Medical Images with a ConvNet Regressor. In: Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, MICCAI 2016, Athens, Greece, 2016, pp. 161–169 ( Abstract | pdf BibTeX)
3.I. Isgum, B.D. de Vos, J.M. Wolterink, D. Dey, D.S. Berman, M. Rubeaux, T. Leiner, P.J. Slomka. Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs. In: SPIE Medical Imaging, 2016, vol. 9784, pp. 978405-1-978405-6 ( Abstract | pdf BibTeX)
4.B.D. de Vos, J.M. Wolterink, P.A. de Jong, M.A. Viergever, I. Isgum. 2D image classification for 3D anatomy localization; employing deep convolutional neural networks. In: SPIE Medical Imaging, 2016, vol. 9784, pp. 97841Y-1-97841Y-7 ( Abstract | pdf BibTeX)
5.B.D. de Vos, J. van Setten, P.A. de Jong, W.P. Mali, M. Oudkerk, M.A. Viergever, I. Isgum. Genome-Wide Association Study of Coronary and Aortic Calcification in Lung Cancer Screening CT. In: SPIE Medical Imaging, 2016, vol. 9784, pp. 97841L-1-97841L-6 ( Abstract | pdf BibTeX)
6.N. Lessmann, I. Isgum, A.A.A. Setio, B.D. de Vos, F. Ciompi, P.A. de Jong, M. Oudkerk, W.P.Th.M. Mali, M.A. Viergever, B. van Ginneken. Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. In: SPIE Medical Imaging, 2016, vol. 9785, pp. 978511-1-978511-6 ( Abstract | pdf BibTeX)
7.M. Zreik, T. Leiner, B.D. de Vos, R.W. van Hamersvelt, M.A. Viergever, I. Isgum. Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks. In: IEEE International Symposium on Biomedical Imaging, 2016, pp. pp. 40-43 ( pdf BibTeX)

Abstracts

1.F. Mohamed Hoesein, E. Pompe, D.A. Lynch, N. Lessmann, J.W.J. Lammers, I. Isgum, P.A. de Jong. Computed tomographic findings are associated with respiratory mortality in the National Lung Screening Trial. Radiological Society of North America, 102nd Annual Meeting, 2016 ( Abstract |BibTeX)
2.A.M. den Harder, J.M. Wolterink, M.J. Willemink, A.M.R. Schilham, P.A. de Jong, R.P.J. Budde, H.M. Nathoe, I. Isgum, T. Leiner. Low-dose coronary calcium scoring with model-based iterative reconstruction. Society of Cardiovascular Computed Tomography, 11th Annual Scientific Meeting, 2016 ( pdf BibTeX)

PhD Thesis

1.P. Moeskops. Automatic MRI-based quantification of brain characteristics in preterm newborns. Utrecht University, The Netherlands, 2016, ISBN: 978-90-393-6625-7 ( Abstract | pdf BibTeX)

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2015

Papers in international journals

1.K. Keunen, I. Isgum, B. van Kooij, P. Anbeek, I. van Haastert, C. Koopman-Esseboom, P. Fieret-van Stam, R.A. Nievelstein, M.A. Viergever, L. de Vries, G. Groenendaal, M. Benders. Brain volumes at term-equivalent age in preterm infants: imaging biomarkers for neurodevelopmental outcome through early school age. The journal of Pediatrics, 2015, vol. 172, pp. 88-95 ( Abstract | pdf BibTeX)
2.P. Moeskops, M.J.N.L. Benders, K.J. Kersbergen, F. Groenendaal, L.S. de Vries, M.A. Viergever, I. Išgum . Development of cortical morphology evaluated with longitudinal MR brain images of preterm infants. PLOS ONE, 2015, vol. 10, nr. 7, pp. e0131552 ( Abstract | pdf BibTeX)
3.P. Moeskops, M.J.N.L. Benders, S.M. Chita, K.J. Kersbergen, F. Groenendaal, L.S. de Vries, M.A. Viergever, I. Išgum. Automatic segmentation of MR brain images of preterm infants using supervised classification. NeuroImage, 2015, vol. 118, pp. 628-641 ( Abstract | pdf BibTeX)
4.M.J. Willemink, R.A. Takx, I. Išgum, H.J. de Koning, M. Oudkerk, W.P. Mali, R.P. Budde, T. Leiner, R. Vliegenthart, P.A. de Jong. Prognostic value of heart valve calcifications for cardiovascular events in a lung cancer screening population. The International Journal of Cardiovascular Imaging, 2015, vol. 31, nr. 6, pp. 1243-1249 ( Abstract | pdf BibTeX)
5.P.M. Jairam, P.A. de Jong, W.P. Mali, I. Isgum, Y. van der Graaf; PROVIDI study-group.. Cardiovascular disease prediction: do pulmonary disease-related chest CT features have added value?. European Radiology, 2015, vol. 25, nr. 6, pp. 1646-1654 ( Abstract | pdf BibTeX)
6.J.M. Wolterink, T. Leiner, R.A.P. Takx, M.A. Viergever, I. Isgum. Automatic coronary calcium scoring in non-contrast-enhanced ECG-triggered cardiac CT with ambiguity detection. IEEE Transactions on Medical Imaging , 2015, vol. 34, nr. 9, pp. 1867-1878 ( Abstract | pdf BibTeX)
7.J. van Setten, I. Isgum, S. Pechlivanis, V. Tragante, P.A. de Jong, J. Smolonska, M. Platteel, P. Hoffmann, M. Oudkerk, H.J. de Koning, M.M. Nöthen, S. Moebus, R. Erbel, K.H. Jöckel, M.A. Viergever, W.P. Mali, P.I. de Bakker. Serum lipid levels, body mass index, and their role in coronary artery calcification: A polygenic analysis. Circulation: Cardiovascular Genetics, 2015, vol. 8, nr. 2, pp. 327-333 ( Abstract | pdf BibTeX)
8.R.A.P. Takx, I. Isgum, M.J. Willemink, Y. van der Graaf, H.J. de Koning, R. Vliegenthart, M. Oudkerk, T. Leiner, P.A. de Jong. Quantification of coronary artery calcium in non-gated CT to predict cardiovascular events in male lung cancer screening participants: Results of the NELSON Study. Journal of Cardiovascular Computed Tomography , 2015, vol. 9, nr. 1, pp. 50-57 ( Abstract | pdf BibTeX)
9.R.A. Takx, R. Vliegenthart, F.A. Hoesein, I. Isgum, H.J. de Koning, W.P. Mali, C.M. van der Aalst, P. Zanen, J.W. Lammers, H.J. Groen, E.M. van Rikxoort, M. Schmidt, B. van Ginneken, M. Oudkerk, T. Leiner, P.A. de Jong. Pulmonary function and CT biomarkers as risk factors for cardiovascular events in male lung cancer screening participants: the NELSON study. European Radiology, 2015, vol. 25, nr. 1, pp. 65-71 ( Abstract | pdf BibTeX)
10.C.F. Buckens, Y. van der Graaf, H.M. Verkooijen, W.P. Mali, I. Isgum, C.P. Mol, H.J. Verhaar, R. Vliegenthart, M. Oudkerk, C.M. van Aalst, H.J. de Koning, P.A. de Jong. Osteoporosis markers on low-dose lung cancer screening chest computed tomography scans predict all-cause mortality. European Radiology, 2015, vol. 25, nr. 1, pp. 132-139 ( Abstract | pdf BibTeX)
11.I. Isgum, M.J.N.L. Benders, B. Avants, M.J. Cardoso, S.J. Counsell, E. Fischi Gomez, L. Gui, P. S Hüppi, K.J. Kersbergen, A. Makropoulos, A. Melbourne, P. Moeskops, C.P. Mol, M. Kuklisova-Murgasova, D. Rueckert, J.A. Schnabel, V. Srhoj-Egekher, J. Wu, S. Wang, L.S. de Vries, M.A. Viergever. Evaluation of automatic neonatal brain segmentation algorithms: the NeoBrainS12 challenge. Medical Image Analysis, 2015, vol. 20, nr. 1, pp. 135-151 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.K. Murphy, N E. van der Aa, S. Negro, F. Groenendaal, L.S. de Vries, M.A. Viergever, M.J.N.L. Benders, I. Isgum. Automatic segmentation of cerebral ischemic lesions in neonatal apparent diffusion coefficient maps. In: Brain Lesions (Brainles) workshop in conjuction with International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) , 2015 (BibTeX)
2.J.M. Wolterink, T. Leiner, M.A. Viergever, I. Isgum. Automatic coronary calcium scoring in cardiac CT angiography using convolutional neural networks. In: Medical Image Computing and Computer-Assisted Intervention, 2015, vol. 9349, pp. 589-596 ( Abstract | pdf BibTeX)
3.B.D. de Vos, P.A. de Jong, J.M. Wolterink, R. Vliegenthart, G.V.F. Wielingen, M.A. Viergever, I. Isgum. Automatic machine learning based prediction of cardiovascular events in lung cancer screening data. In: SPIE Medical Imaging, 2015, vol. 9414, pp. 94140D ( Abstract | pdf BibTeX)
4.P. Moeskops, M.A. Viergever, M.J.N.L. Benders, I. Isgum. Evaluation of an automatic brain segmentation method developed for neonates on adult MR brain images. In: SPIE Medical Imaging, 2015, vol. 9413, pp. 941315 ( Abstract | pdf BibTeX)

Abstracts

1.J. Šprem, B.D. de Vos, R. Vliegenthart, M.A. Viergever, P. A. de Jong, I. Isgum. Increasing the Interscan Reproducibility of Coronary Calcium Scoring by Partial Volume Correction in Low-Dose non-ECG Synchronized CT: Phantom Study. Radiological Society of North America, 2015 ( pdf BibTeX)
2.N. Lessmann, I. Isgum, S. Lam, J. Mayo, P.A. de Jong, M.A. Viergever, B. van Ginneken. Automatic coronary calcium scoring and cardiovascular risk estimation in the Pan-Canadian lung cancer screening trial. Radiological Society of North America, 101th Annual Meeting, 2015 ( Abstract |BibTeX)
3.P. Moeskops, N.C. A'Campo, M.J.N.L. Benders, L.S. de Vries, M.A. Viergever, I. Isgum. Automatic whole brain segmentation of MR brain images of preterm infants and adults using supervised classification. IEEE ISBI NeatBrainS15 workshop, 2015 ( pdf BibTeX)
4.J.M. Wolterink, T. Leiner, M.J. Willemink, M.A. Viergever, I. Isgum. The impact of iterative reconstruction on detectability and quantification of calcifications in CT coronary calcium Scoring: Individual lesion-by-lesion comparison. Radiological Society of North America, 101th Annual Meeting, 2015 ( Abstract | pdf BibTeX)

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2014

Papers in international journals

1.C.A. Blok, K.J. Kersbergen, N.E. van der Aa, B.J. van Kooij, P. Anbeek, I. Isgum, L.S. de Vries, T.G. Krediet, F. Groenendaal, H.J. Vreman, F. van Bel, M.J. Benders. Unmyelinated white matter loss in the preterm brain is associated with early increased levels of end-tidal carbon monoxide. PLoS One, 2014, vol. 9, nr. 3, pp. e89061 ( Abstract | pdf BibTeX)
2.R.A.P. Takx, P.A. de Jong, T. Leiner, M. Oudkerk, H.J. de Koning, C.P. Mol, M.A. Viergever, I. Isgum. Automated coronary artery calcification scoring in non-gated chest CT: Agreement and reliability. PLoS One, 2014, vol. 9, nr. 3, pp. e91239 ( Abstract | pdf BibTeX)
3.M.J.N.L. Benders, N.E. van der Aa, M. Rok, H.L. van Straaten, I. Isgum, M.A. Viergever, F. Groenendaal, L.S. de Vries, F. van Bel. Feasibility and safety of erythropoietin for neuroprotection after perinatal arterial ischemic stroke. The Journal of Pediatrics, 2014, vol. 64, nr. 3, pp. 481-486.e2 ( Abstract | pdf BibTeX)
4.P.A. de Jong, W.E. Hellings, R.A.P. Takx, I. Isgum, J.A. van Herwaarden, W.P. Mali. Computed tomography of aortic wall calcifications in aortic dissection patients. PLoS One, 2014, vol. 9, nr. 7, pp. e102036 ( Abstract | pdf BibTeX)
5.R.W. van Hamersvelt, M.J. Willemink, R.A.P. Takx, A.L.M. Eikendal, R.P.J. Budde, T. Leiner, C.P. Mol, I. Isgum, P.A. de Jong. Cardiac valve calcifications on low-dose unenhanced ungated chest computed tomography: interobserver and interexamination reliability, agreement and variability. European Radiology, 2014, vol. 24, nr. 7, pp. 1557-1564 ( Abstract | pdf BibTeX)
6.F.A.A.M. Hossein, M. Schmidt, O.M. Mets, H.A. Gietema, J.-W.J. Lammers, P. Zanen, H.J. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, I. Isgum, M. Prokop, B. van Ginneken, E.M. van Rikxoort, P.A. de Jong. Discriminating dominant computed tomography phenotypes in smokers without or with mild COPD. Respiratory Medicine, 2014, vol. 108, nr. 1, pp. 136-143 ( Abstract | pdf BibTeX)
7.W.U. de Jong, P.A. de Jong, R. Vliegenthart, I. Isgum, J.-W.J. Lammers, M. Oudkerk, C. van der Aalst, H. J de Koning, F.A.M. Hoesein. Association of COPD and smoking status with bone density and vertebral fractures in male lung cancer screening participants. Journal of Bone and Mineral Research, 2014, vol. 29, nr. 10, pp. 2224-2229 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1. J.M. Wolterink, T. Leiner, R.A.P. Takx, M.A. Viergever, I. Isgum. An automatic machine learning system for coronary calcium scoring in clinical non-contrast enhanced, ECG-triggered cardiac CT. In: SPIE Medical Imaging, 2014, vol. 9035 ( Abstract | pdf BibTeX)

Abstracts

1.P. Moeskops, M.J.N.L. Benders, A. Buchmann, B. Latal, W. Knirsch, L.S. de Vries, C. Hagmann, I. Isgum, M. Von Rhein. Cortical morphology in infants with congenital heart disease pre- and post-surgery. Pediatric Academic Societies Annual Meeting, 2014 ( Abstract | pdf BibTeX)
2.J.M. Wolterink, M.J. Willemink, R.A.P. Takx, M. Prokop, J. de Mey, M. Das, P.A. de Jong, R.P.J. Budde, A.M.R. Schilham, R.L.A.W. Bleys, N. Buls, J.E. Wildberger, M.A. Viergever, I. Isgum, T. Leiner. Differences in coronary artery calcification scores obtained with different CT scanners are not software related. Society of Cardiovascular Computed Tomography, 9th Annual Scientific Meeting, 2014 ( Abstract | pdf BibTeX)
3.M.L. Tataranno, P. Moeskops, L.S. de Vries, K.J. Kersbergen, F. Groenendaal, L.G.M. van Rooij, M.C. Toet, G. Buonocore, I. Isgum, M.J.N.L. Benders. Early Brain Activity And Cortical Development In Preterm Infants. Archives of Disease in Childhood, 2014 ( Abstract | pdf BibTeX)
4.N.H.P. Claessens, K.J. Kersbergen, F. Leroy, P. Moeskops, I. Isgum, M.A. Viergever, F. Groenendaal, L.S. de Vries, J. Dubois, M.J.N.L. Benders. Maturational Changes In Cortical Folding In Extremely Preterm Infants. Archives of Disease in Childhood, 2014 ( Abstract | pdf BibTeX)

Misc

1.N. Gotovac, I. Isgum, B.K. Velthuis, M.A. Viergever, J. Fajdic, M. Prokop. Positive calcium scores in the carotid arteries indicate carotid bifurcation stenosis. European Congres of Radiology, 2014 ( pdf BibTeX)

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2013

Papers in international journals

1.K.J. Kersbergen, L.S. de Vries, B.J.M. van Kooij, I. Isgum, K.J. Rademaker, F. van Bel, P.S. Hüppi, J. Dubois, F. Groenendal, M.J.N.L. Benders. The effect of hydrocortisone treatment for bronchopulmonary dysplasia on brain volumes in preterm infants. The Journal of Pediatrics, 2013, vol. 163, nr. 3, pp. 666-71.e1 ( Abstract | pdf BibTeX)
2.P.M. Jairam, P.A. de Jong, W.P.Th.M. Mali, I. Isgum, H.J. de Koning, C. van der Aalst, M. Oudkerk, R. Vliegenthart, Y. van der Graaf. Impact of cardiovascular calcifications on the detrimental effect of continued smoking on cardiovascular risk in male lung cancer screening participants. PLoS One, 2013, vol. 8, nr. 6, pp. e66484 ( Abstract | pdf BibTeX)
3.S.N. Verhagen, A. Rutten, M.F. Meijs, I. Isgum, M.-J. Cramer, Y. van der Graaf, F.L.J. Visseren. Relationship between myocardial bridges and reduced coronary atherosclerosis in patients with angina pectoris. International Journal of Cardiology, 2013, vol. 167, nr. 3, pp. 883-888 ( Abstract | pdf BibTeX)
4.P. Anbeek, I. Isgum, B.J.M. van Kooij, C.P. Mol, K.J. Kersbergen, F. Groenendaal, M.A. Viergever, L.S. de Vries, M.J.N.L. Benders. Automatic segmentation of eight tissue classes in neonatal brain MRI. PLoS One, 2013, vol. 8, nr. 12, pp. e81895 ( Abstract | pdf BibTeX)
5.O.M. Mets, M. Schmidt, C.F. Buckens, M.J. Gondrie, I. Isgum, M. Oudkerk, R. Vliegenthart, H.J. de Koning, C.M. van der Aalst, M. Prokop, J.W. Lammers, P. Zanen, F.A. Hoesein, W.P. Mali, B. van Ginneken, E.M. van Rikxoort, P.A. de Jong. Diagnosis of chronic obstructive pulmonary disease in lung cancer screening Computed Tomography scans: independent contribution of emphysema, air trapping and bronchial wall thickening. Respiratory Research, 2013, vol. 14, pp. 59 ( Abstract | pdf BibTeX)
6.O.M. Mets, R. Vliegenthart, M. Gondrie, M.A. Viergever, M. Oudkerk, H. de Koning, W.P.Th.M. Mali, M. Prokop, R. van Klaveren, Y. van der Graaf, C. Buckens, P. Zanen, J.-W. Lammers, H. Groen, I. Isgum, P. de Jong. Lung cancer screening CT-based prediction of cardiovascular events. JACC: Cardiovascular Imaging, 2013, vol. 3, nr. 8, pp. 899-907 ( Abstract | pdf BibTeX)
7.J. van Setten, I. Isgum, J. Smolonska, S. Ripke, P.A. de Jong, M. Oudkerk, H. de Koning, J.-W.J. Lammers, P. Zanen, H.J.M. Groen, H.M. Boezen, D.S. Postma, C. Wijmenga, M.A. Viergever, W.P.Th.M. Mali, P.I.W. de Bakker. Genome-wide association study of coronary and aortic calcification implicates risk loci for coronary artery disease and myocardial infarction. Atherosclerosis, 2013, vol. 228, nr. 2, pp. 400-405 ( Abstract | pdf BibTeX)
8.N. Gotovac, I. Isgum, M.A. Viergever, G.J. Biessels, J. Fajdic, B.K. Velthuis, M. Prokop. Calcium at the carotid siphon as an indicator of internal carotid artery stenosis. European Radiology, 2013, vol. 23, pp. 1478-1486 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.V. Srhoj-Egekher, M.J.N.L. Benders, M.A. Viergever, I. Isgum. Automatic neonatal brain tissue segmentation with MRI. In: SPIE Medical Imaging, 2013, vol. 8669 ( Abstract | pdf BibTeX)
2.P.C. Vos, I. Isgum, J. Matthijs Biesbroek, Birgitta K. Velthuis, M.A. Viergever. Combined Pixel Classification and Atlas-based segmentation of the Ventricular System in brain CT Images. In: SPIE Medical Imaging, 2013 ( Abstract | pdf BibTeX)
3.P.C. Pearlman, I. Isgum, K.J. Kersbergen, M.J.N.L. Benders, M.A. Viergever, J.P.W. Pluim. Implicit surface registration with surface-oriented anisotropic deformation field smoothing. In: IEEE International Symposium on Biomedical Imaging, 2013, pp. 476-479 ( Abstract | pdf BibTeX)
4.P. Moeskops, M.J.N.L. Benders, P.C. Pearlman, K.J. Kersbergen, A. Leemans, M.A. Viergever, I. Isgum. Assessment of quantitative cortical biomarkers in the developing brain of preterm infants. In: SPIE Medical Imaging, 2013, vol. 8670, pp. 867011 ( Abstract | pdf BibTeX)
5.S.M. Chita, M.J.N.L. Benders, P. Moeskops, K.J. Kersbergen, M.A. Viergever, I. Isgum. Automatic segmentation of the preterm neonatal brain with MRI using supervised classification. In: SPIE Medical Imaging, 2013, vol. 8669, pp. 86693X-1-86693X-6 ( Abstract | pdf BibTeX)

Abstracts

1.C. Coviello, F. Groenendaal, I. Isgum, V.P. Carnielli, K.J. Kersbergen, B.J. van Kooij, B. Peels, P. Moeskops, M.A. Viergever, L.S. de Vries, M.J.N.L. Benders. Effects of Early Nutrition on Growth and Brain Volumes in Preterm Infants. Pediatric Academic Societies Anual Meeting, 2013 ( Abstract | pdf BibTeX)
2.P. Moeskops, I. Isgum, K.J. Kersbergen, F. Groenendaal, L.S. de Vries, M.A. Viergever, M.J.N.L. Benders. Quantitative evaluation of cortical development in serial MR images of preterm infants. Pediatric Academic Societies Annual Meeting, 2013 ( Abstract | pdf BibTeX)
3.J.M. Wolterink, T. Leiner, P.A. de Jong, M.A. Viergever, I. Isgum. Automatic coronary calcium scoring in ECG-triggered cardiac CT. Radiological Society of North America, 99th Annual Meeting, 2013 ( Abstract | pdf BibTeX)

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2012

Papers in international journals

1.P.C. Jacobs, M.J. A. Gondrie, Y. van der Graaf, H.J. de Koning, I. Isgum, B. van Ginneken, W.P.T.M. Mali. Coronary Artery Calcium Can Predict All-Cause Mortality and Cardiovascular Events on Low-Dose CT Screening for Lung Cancer. American Journal of Roentgenology, 2012, vol. 198, nr. 3, pp. 505-511 ( Abstract | pdf BibTeX)
2.C. Sanchez, M. Niemeijer, I. Isgum, A. Dumitrescu, M.S.A. Suttrop-Schulten, M.D. Abramoff, B. van Ginneken. Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans. Medical Image Analysis, 2012, vol. 16, nr. 1, pp. 50-62 ( Abstract | pdf BibTeX)
3.K. Keunen, K.J. Kersbergen, F. Groenendaal, I. Isgum, L.S. de Vries, M.J.N.L. Benders. Brain tissue volumes in preterm infants: prematurity, perinatal risk factors and neurodevelopmental outcome – A systematic review. The Journal of Maternal-Fetal and Neonatal Medicine, 2012, vol. Suppl 1, pp. 89-100 ( Abstract | pdf BibTeX)
4.O.M. Mets, I. Isgum, C.P. Mol, H.A. Gietema, P. Zanen, M. Prokop, P.A. de Jong. Variation in quantitative CT air trapping in heavy smokers on repeat CT examinations. European Radiology, 2012, vol. 22, nr. 12, pp. 2710-2717 ( Abstract | pdf BibTeX)
5.I. Isgum, M. Prokop, M. Niemeijer, M.A. Viergever, B. van Ginneken. Automatic coronary calcium scoring in low-dose chest computed tomography. IEEE Transactions on Medical Imaging, 2012, vol. 31, nr. 12, pp. 2322-2334 ( Abstract | pdf BibTeX)
6.O.M. Mets, P. Zanen, J.W.J. Lammers, I. Isgum, H.A. Gietema, B. van Ginneken, M. Prokop, P.A. de Jong. Early Identification of Small Airways Disease on Lung Cancer Screening CT: Comparison of Current Air Trapping Measures. Lung, 2012, vol. 190, pp. 629-633 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.P.C. Pearlman, I. Isgum, K.J. Kersbergen, M.J.N.L. Benders, M.A. Viergever, J.P.W. Pluim. Elastic Demons: Characterizing cortical development in neonates using an implicit surface registration. In: 2nd International MICCAI Workshop on Spatiotemporal Image Analysis for Longitudinal and Time-Series Image Data (STIA'12)MICCAI , 2012 ( pdf BibTeX)
2.V. Srhoj-Egekher, M.J.N.L. Benders, K.J. Kersbergen, M.A. Viergever, I. Isgum. Automatic segmentation of neonatal brain MRI using atlas based segmentation and machine learning approach. In: MICCAI Grand Challenge: Neonatal Brain Segmentation 2012 (NeoBrainS12)MICCAI , 2012 ( pdf BibTeX)

Abstracts

1.K. Keunen, K.J. Kersbergen, B.J.M. van Kooij, I. Isgum, P. Anbeek, M. Rast, M.A. Viergever, L.S. de Vries, F. Groenendaal, M.J.N.L. Benders. Perinatal risk factors affecting cerebellar and ventricular volumes in preterm infants. Pediatric Academic Society Annual Meeting , 2012 ( pdf BibTeX)
2.K. Keunen, K.J. Kersbergen, I. Isgum, B.J.M. van Kooij, F. Groenendaal, P. Anbeek, M.A. Viergever, I.C. van Haastert, L.S. de Vries, M.J.N.L. Benders. Outcome in preterm infants is associated with regional brain volumes at term equivalent age. Pediatric Academic Society Annual Meeting, 2012 ( pdf BibTeX)
3.O.M. Mets, I. Isgum, C.P. Mol, H.A. Gietema, P. Zanen, M. Prokop, P.A. de Jong. Interscan variability of quantitative computed tomography air trapping measures in low-dose chest CT. Annual Meeting of the European Society of Thoracic Imaging , 2012 ( pdf BibTeX)

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2011

Papers in international journals

1.O.M. Mets, C.F.M. Buckens, P. Zanen, I. Isgum, B. van Ginneken, M. Prokop, H.A. Gietema, J.-W.J. Lammers, R. Vliegenthart, M. Oudkerk, R.J. van Klaveren, H.J. de Koning, W.P.Th.M. Mali, P.A. de Jong. Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans. JAMA, 2011, vol. 306, nr. 16, pp. 1775-1781 ( Abstract | pdf BibTeX)
2.F.A.A.M. Hoesein, B. de Hoop, P. Zanen, H. Gietema, C.L.J.J. Kruitwagen, B. van Ginneken, I. Isgum, C.P. Mol, R.J. van Klaveren, A.E. Dijkstra, H.J.M. Groen, H.M. Boezen, D.S. Postma, M. Prokop, J-W.J. Lammers. CT-quantified emphysema in male heavy smokers: association with lung function decline. Thorax, 2011, vol. 66, nr. 9, pp. 782-787 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.I. Isgum, N.E. van der Aa, F. Groenendaal, L.S. de Vries, M.J.N.L. Benders, M.A. Viergever. MRI-based delineation of perinatal arterial ischemic stroke. In: Image Analysis of Human Brain Development workshop, 14th International Conference on Medical Image Computing and Computer Assisted Intervention, 2011 ( Abstract | pdf BibTeX)

Abstracts

1.O.M. Mets, P. Zanen, I. Isgum, H.A. Gietema, B. van Ginneken, M. Prokop, P.A. de Jong. What is the best quantitative Computed Tomographic (CT) air trapping method that corrects for emphysema severity?. Annual Meeting of the European Society of Thoracic Imaging, 2011 ( Abstract | pdf BibTeX)
2.O.M. Mets, P. Zanen, J.W.J. Lammers, I. Isgum, H.A. Gietema, B. van Ginneken, M. Prokop, P.A. de Jong. Computed Tomographic diagnosis of air trapping in non- or mildly obstructed smokers. European Respiratory Society, Annual Congress, 2011 ( Abstract | pdf BibTeX)
3.J. van Setten, I. Isgum, R.J. van Klaveren, P.A. de Jong, M.A. Viergever, C. Wijmenga, W.P. Mali, P.I.W. de Bakker. Multivariate association analysis of arterial calcification in the NELSON study. European Human Genetics Conference, 2011 ( Abstract | pdf BibTeX)
4.N.E. van der Aa, I. Isgum, F. Groenendaal, M.A. Viergever, L.S. de Vries, M.J.N.L. Benders. Automatic segmentation of perinatal arterial ischemic stroke volume. 52nd Annual Meeting of the European Society for Paediatric Research, 2011 ( Abstract | pdf BibTeX)
5.B. van Kooij, F. Groenendaal, I. Isgum, K. Kersbergen, P. Anbeek, L. de Vries, M. Benders. Indefinite gray-white matter border on MRI at term equivalent age in preterm infants with white matter injury. 52nd Annual Meeting of the European Society for Paediatric Research, 2011 ( pdf BibTeX)
6.I. Isgum, P.A. de Jong, W.P. Mali, B. van Ginneken, M. Prokop, M.A. Viergever. Automatic coronary calcium scoring in low-dose non-ECG synchronized chest computed tomography (CT) scans from a lung cancer screening trial. Radiological Society of North America, 97th Annual Meeting, 2011 ( Abstract | pdf BibTeX)
7.O.M. Mets, C. M Buckens, P. Zanen, I. Isgum, M. Prokop, P.A. de Jong. Development and Validation of a Diagnostic Model for Airflow Limitation in Heavy Smokers by Using Quantitative Computed Tomography. Radiological Society of North America, 97th Annual Meeting, 2011 ( Abstract | pdf BibTeX)

Misc

1.N. Gotovac, I. Isgum, B.K. Velthuis, M.A. Viergever, J. Fajdic, M. Prokop. Feasibility of calcium scoring of intracranial arteries as a measure of arteriosclerosis in stroke patients. European Congres of Radiology, 2011 ( pdf BibTeX)

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2010

Papers in international journals

1.P.C. Jacobs, I. Isgum, M. Gondrie, W.P. Mali, B. van Ginneken, M. Prokop, Y. van der Graaf. Coronary artery calcification scoring in low-dose ungated CT screening for lung cancer: interscan agreement. AJR. American Journal of Roentgenology, 2010, vol. 194, nr. 5, pp. 1244-1249 ( Abstract | pdf BibTeX)
2.P.C. Jacobs, M. Prokop, Y. van der Graaf, M.J. Gondrie, K.J. Janssen, H.J. de Koning, I. Isgum, R.J. van Klaveren, M. Oudkerk, B. van Ginneken, W.P. Mali. 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-risk population of heavy smokers. Atherosclerosis, 2010, vol. 209, nr. 2, pp. 455-462 ( Abstract | pdf BibTeX)
3.I. Isgum, A. Rutten, M. Prokop, M. Staring, S. Klein, J.P.W. Pluim, M.A. Viergever, B. van Ginneken. Automated aortic calcium scoring on low-dose chest computed tomography. Medical Physics, 2010, vol. 37, nr. 2, pp. 714-723 ( Abstract | pdf BibTeX)
4.E.M. van Rikxoort, I. Isgum, Y. Arzhaeva, M. Staring, S. Klein, M.A. Viergever, J.P.W. Pluim, B. van Ginneken. Adaptive Local Multi-Atlas Segmentation: Application to the Heart and the Caudate Nucleus. Medical Image Analysis, 2010, vol. 14, nr. 1, pp. 39-49 ( Abstract | pdf BibTeX)
5.A. Rutten, I. Isgum, M. Prokop. Calcium scoring with prospectively ECG-triggered CT: using overlapping data sets generated with MPR decreases inter-scan variability. European Journal of Radiology, 2010, vol. 80, pp. 83-88 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.I. Isgum, M. Prokop, P.C. Jacobs, M.J. Gondrie, W. P Mali, M.A. Viergever, B. van Ginneken. Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans. In: SPIE Medical Imaging, 2010, vol. 7624 ( Abstract | pdf BibTeX)

Misc

1.I. Isgum, B. van Ginneken, M. Prokop, M.A. Viergever. Automatic cardiovascular risk assessment with low dose thoracic CT. Hospital Imaging & Radiology Europe, 2010 ( Abstract | pdf BibTeX)

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2009

Papers in international journals

1.I. Isgum, M. Staring, A. Rutten, M. Prokop, M.A. Viergever, B. van Ginneken. Multi-atlas-based segmentation with local decision fusion - application to cardiac and aortic segmentation in CT scans. IEEE Transactions on Medical Imaging, 2009, vol. 28, nr. 7, pp. 1000-1010 ( Abstract | pdf BibTeX)

Abstracts

1.I. Isgum, P.C.A. Jacobs, M. Gondrie, B. van Ginneken, M. Oudkerk, W.P.Th.M. Mali, Y. van der Graaf, M. Prokop. Cardiovascular risk assessment in lung cancer screening scans: do coronary and aortic calcium scores yield comparable risks for individual subjects?. European Congres of Radiology, 2009 ( Abstract | pdf BibTeX)
2.B. van Ginneken, K. Murphy, E.M. van Rikxoort, I. Isgum, B. de Hoop, M. Prokop, P. de Jong, H. Gietema. Quantification of Emphysema and Small Airway Disease in COPD Patients from Lobar Analysis of Volumetric Inspiration and Expiration Thoracic CT Scans. Radiological Society of North America, 95th Annual Meeting, 2009 ( Abstract | pdf BibTeX)
3.I. Isgum, B. van Ginneken, P.C. Jacobs, M.J. Gondrie, W.P.Th.M. Mali, M. Prokop. Automatic determination of cardiovascular risk from thoracic CT scans using a coronary calcium atlas. Radiological Society of North America, 95th Annual Meeting, 2009 ( Abstract | pdf BibTeX)

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2008

Papers in international journals

1.A. Rutten, I. Isgum, M. Prokop. Coronary calcification: effect of small variation of scan starting position on Agatston, volume, and mass scores. Radiology, 2008, vol. 246, nr. 1, pp. 90-98 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.E.M. van Rikxoort, I. Isgum, M. Staring, S. Klein, B. van Ginneken. Adaptive Local Multi-Atlas Segmentation: Application to Heart Segmentation in Chest CT Scans. In: SPIE Medical Imaging, 2008, pp. 691407-1 - 691407-6 ( Abstract | pdf BibTeX)

Abstracts

1.I. Isgum, R. van 't Klooster, P.J.H. de Koning, F. Jabi, K. DeMarco, J.H.C. Reiber, R.J. van der Geest. Automatic Detection of Atherosclerotic Carotid Plaque From Combined Magnetic Resonance Angiography and Vessel Wall Images. European Congres of Radiology, 2008 ( Abstract | pdf BibTeX)

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2007

Papers in international journals

1.I. Isgum, A. Rutten, M. Prokop, B. van Ginneken. Detection of coronary calcifications from computed tomography scans for automated risk assessment of coronary artery disease. Medical Physics, 2007, vol. 34, nr. 4, pp. 1450-1461 ( Abstract | pdf BibTeX)

Abstracts

1.I. Isgum, A. Rutten, M. Prokop, B. van Ginneken. Automated Calcium Scoring in the Aorta in Low Dose Non-contrast-enhanced CT Scans of the Thorax. Radiological Society of North America, 93th Annual Meeting, 2007, pp. 405 ( Abstract | pdf BibTeX)
2.J.H.C. Reiber, M. Adame, P.J.H. de Koning, R. van 't Klooster, I. Isgum, K. DeMarco, R.J. van der Geest. Magnetic resonance angiography and vessel wall imaging: great tools for assessing atherosclerosis. North American Society for Cardiovascular Imaging, 2007 ( Abstract | pdf BibTeX)

PhD Thesis

1.I. Isgum. Computer-aided detection and quantification of arterial calcifications with CT. Utrecht University, The Netherlands, 2007, ISBN: 978-90-393-4528-3 ( Abstract | pdf BibTeX)

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2005


Papers in conference proceedings

1.I. Isgum, B. van Ginneken, A. Rutten, M. Prokop. Automated coronary calcification detection and scoring. In: 4th International Symposium on Image and Signal Processing and AnalysisFaculty of Electrical Engineering and Computing, University of Zagreb , 2005, pp. 127-132 ( Abstract | pdf BibTeX)

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2004

Papers in international journals

1.I. Isgum, B. van Ginneken, M. Olree. Automatic detection of calcifications in the aorta from CT scans of the abdomen. Academic Radiology, 2004, vol. 11, nr. 3, pp. 247-257 ( Abstract | pdf BibTeX)

Papers in conference proceedings

1.I. Isgum, B. van Ginneken, M. Prokop. A pattern recognition approach to automated coronary calcium scoring. In: International Conference on Pattern Recognition, 2004 ( Abstract | pdf BibTeX)

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2003

Misc

1.I. Isgum, B. van Ginneken. CT segmentation programs extract calcifications. Diagnostic Imaging Europe, 2003 ( pdf BibTeX)

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