Publications by authors named "Bram van Ginneken"

100Publications

Image-level detection of arterial occlusions in 4D-CTA of acute stroke patients using deep learning.

Med Image Anal 2020 Sep 5;66:101810. Epub 2020 Sep 5.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine Radboud University Medical Center Geert Grooteplein 10, 6525 GA, Netherlands.

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http://dx.doi.org/10.1016/j.media.2020.101810DOI Listing
September 2020

Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence.

Radiology 2020 Jul 30:202439. Epub 2020 Jul 30.

From the Department of Radiology, Nuclear Medicine and Anatomy, Radboud University Medical Center, Nijmegen, The Netherlands (N.L., C.I.S., L.H.B., M.B., E.C., W.M.V.E., P.K.G., B.G., M.G., N.H., W.H., H.J.H., C.J., R.K., M.K., K.V.L., J.M., M.O., R.S., C.S., S.S., E.T.S., C.S., J.T., K.V.V., C.D.V., W.X., B.D.W., M.P., B.V.G.), Department of Radiology, Academic Medical Center, Amsterdam, The Netherlands (L.B.), Thirona, Nijmegen, the Netherlands (J.P., E.M.V.R.), Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, The Netherlands (H.A.G.), GROW School of Oncology and Developmental Biology, Maastricht, The Netherlands (H.A.G.), Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, Amsterdam, The Netherlands (L.V.H., I.I.), Department of Radiology, Zuyderland MC, Heerlen, The Netherlands (J.K.), Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany (B.L.), Department of Radiology and Nuclear Medicine, Haaglanden Medical Center, The Hague, The Netherlands (T.V.R.V.), Department of Radiology, Meander Medical Center, Amersfoort, The Netherlands (C.S., S.S.), Department of Radiology, Leiden University Medical Centre, Leiden, The Netherlands (L.S.), Department of Internal Medicine, Canisius-Wilhelmina Ziekenhuis, Nijmegen, The Netherlands (T.D.), Department of Radiology, Canisius-Wilhelmina Ziekenhuis, Nijmegen, The Netherlands (M.V.).

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http://dx.doi.org/10.1148/radiol.2020202439DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7393955PMC
July 2020

COVID-19 on Chest Radiographs: A Multireader Evaluation of an Artificial Intelligence System.

Radiology 2020 09 8;296(3):E166-E172. Epub 2020 May 8.

From the Diagnostic Image Analysis Group, Radboud University Medical Center, Geert Groteplein 10, Nijmegen 6500 HB, the Netherlands (K.M., E.T.S., S.S., C.M.S., B.v.G.); Department of Radiology, Bernhoven Hospital, Uden, the Netherlands (H.S.); Department of Radiology, Jeroen Bosch Hospital, 's-Hertogenbosch, the Netherlands (A.J.G.K., M.B.J.M.K., T.S., M.R.); Department of Radiology, Meander Medisch Centrum, Amersfoort, the Netherlands (C.M.S.); and Thirona, Nijmegen, the Netherlands (R.H.H.M.P., A.M., J.M.).

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http://dx.doi.org/10.1148/radiol.2020201874DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7437494PMC
September 2020

CO-RADS: A Categorical CT Assessment Scheme for Patients Suspected of Having COVID-19-Definition and Evaluation.

Radiology 2020 08 27;296(2):E97-E104. Epub 2020 Apr 27.

From the Department of Radiology, Nuclear Medicine and Anatomy Radboudumc, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, the Netherlands (M.P., W.v.E., B.G., B.v.G., M.B.); Department of Radiology and Nuclear Medicine, Haaglanden Medical Center, The Hague, the Netherlands (T.v.R.V., H.Q.v.U.); Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands (L.S.); Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, the Netherlands (L.B.); Department of Radiology and Nuclear Medicine, Maastricht University Medical Center+, the Netherlands (H.G.); GROW School of Oncology and Developmental Biology, Maastricht, the Netherlands (H.G.); Department of Radiology, Zuyderland MC, Heerlen, the Netherlands (J.K.); and Department of Radiology, Meander Medical Center, Amersfoort, the Netherlands (C.S.). Members of the COVID-19 Standardized Reporting Working Group of the Dutch Radiological Society are listed in Appendix E4 (online).

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http://dx.doi.org/10.1148/radiol.2020201473DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7233402PMC
August 2020

A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History.

Ophthalmology 2020 Aug 15;127(8):1086-1096. Epub 2020 Feb 15.

Diagnostic Image Analysis Group, Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands; Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1016/j.ophtha.2020.02.009DOI Listing
August 2020

Computer-aided diagnosis for World Health Organization-defined chest radiograph primary-endpoint pneumonia in children.

Pediatr Radiol 2020 04 13;50(4):482-491. Epub 2020 Jan 13.

Medical Research Council, Respiratory and Meningeal Pathogens Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.

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http://dx.doi.org/10.1007/s00247-019-04593-0DOI Listing
April 2020

Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study.

Lancet Oncol 2020 02 8;21(2):233-241. Epub 2020 Jan 8.

Department of Pathology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, Netherlands.

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http://dx.doi.org/10.1016/S1470-2045(19)30739-9DOI Listing
February 2020

Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks.

PeerJ 2019 17;7:e8242. Epub 2019 Dec 17.

Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.7717/peerj.8242DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6924324PMC
December 2019

Intracerebral Haemorrhage Segmentation in Non-Contrast CT.

Sci Rep 2019 11 28;9(1):17858. Epub 2019 Nov 28.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1038/s41598-019-54491-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882855PMC
November 2019

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network.

Sci Rep 2019 08 12;9(1):11591. Epub 2019 Aug 12.

INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Rua Doutor Roberto Frias, 4200-465, Porto, Portugal.

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http://dx.doi.org/10.1038/s41598-019-48004-8DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6690893PMC
August 2019

Google's lung cancer AI: a promising tool that needs further validation.

Nat Rev Clin Oncol 2019 09;16(9):532-533

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, Netherlands.

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http://dx.doi.org/10.1038/s41571-019-0248-7DOI Listing
September 2019

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification.

Med Image Anal 2019 04 12;53:142-155. Epub 2019 Feb 12.

Image Sciences Institute, University Medical Center Utrecht, Room Q.02.4.45, 3508 GA Utrecht, P.O. Box 85500, The Netherlands.

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http://dx.doi.org/10.1016/j.media.2019.02.005DOI Listing
April 2019

Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard.

Sci Rep 2019 01 29;9(1):864. Epub 2019 Jan 29.

Radboud University Medical Center, Diagnostic Image Analysis Group and the Department of Pathology, 6500HB, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1038/s41598-018-37257-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6351532PMC
January 2019

Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers.

JACC Cardiovasc Imaging 2019 09 16;12(9):1808-1817. Epub 2019 Jan 16.

Image Sciences Institute, University Medical Center Utrecht, Utrecht, the Netherlands.

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http://dx.doi.org/10.1016/j.jcmg.2018.10.026DOI Listing
September 2019

Automated Fetal Head Detection and Circumference Estimation from Free-Hand Ultrasound Sweeps Using Deep Learning in Resource-Limited Countries.

Ultrasound Med Biol 2019 03 17;45(3):773-785. Epub 2018 Dec 17.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands; Fraunhofer MEVIS, Bremen, Germany.

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https://linkinghub.elsevier.com/retrieve/pii/S03015629183041
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http://dx.doi.org/10.1016/j.ultrasmedbio.2018.09.015DOI Listing
March 2019

Deep Learning for Triage of Chest Radiographs: Should Every Institution Train Its Own System?

Radiology 2019 02 13;290(2):545-546. Epub 2018 Nov 13.

From the Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, 6525 GA Nijmegen, the Netherlands.

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http://dx.doi.org/10.1148/radiol.2018182318DOI Listing
February 2019

Automated measurement of fetal head circumference using 2D ultrasound images.

PLoS One 2018 23;13(8):e0200412. Epub 2018 Aug 23.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0200412PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6107118PMC
January 2019

Comparison Study of Low-Cost Ultrasound Devices for Estimation of Gestational Age in Resource-Limited Countries.

Ultrasound Med Biol 2018 11 6;44(11):2250-2260. Epub 2018 Aug 6.

Medical Ultrasound Imaging Centre, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.

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http://dx.doi.org/10.1016/j.ultrasmedbio.2018.05.023DOI Listing
November 2018

Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management.

Eur Radiol 2019 Feb 31;29(2):924-931. Epub 2018 Jul 31.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, 6525, GA, Nijmegen, the Netherlands.

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http://dx.doi.org/10.1007/s00330-018-5599-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302878PMC
February 2019

Classification of CT Pulmonary Opacities as Perifissural Nodules: Reader Variability.

Radiology 2018 09 3;288(3):867-875. Epub 2018 Jul 3.

From the Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA Nijmegen, the Netherlands (A.S., B.v.G., E.T.S., C.J., M.P., C.M.S.); Fraunhofer MEVIS, Bremen, Germany (B.v.G.); Department of Radiology, Azienda Ospedaliero-Universitaria de Parma, Parma, Italy (N.S.); Department of Radiology, Royal Brompton and Harefield National Health Service Foundation Trust, London, England (S.R.D., A.D.); and Department of Radiology, Meander Medisch Centrum, Amersfoort, the Netherlands (C.M.S.).

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http://dx.doi.org/10.1148/radiol.2018172771DOI Listing
September 2018

Brock malignancy risk calculator for pulmonary nodules: validation outside a lung cancer screening population.

Thorax 2018 09 18;73(9):857-863. Epub 2018 May 18.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1136/thoraxjnl-2017-211372DOI Listing
September 2018

Author Correction: White Matter and Gray Matter Segmentation in 4D Computed Tomography.

Sci Rep 2018 May 15;8(1):7889. Epub 2018 May 15.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, 6525, GA, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1038/s41598-018-25729-6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5951835PMC
May 2018

growth of 60 non-screening detected lung cancers: a computed tomography study.

Eur Respir J 2018 04 12;51(4). Epub 2018 Apr 12.

Dept of Radiology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.

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http://dx.doi.org/10.1183/13993003.02183-2017DOI Listing
April 2018

Lung cancer risk to personalise annual and biennial follow-up computed tomography screening.

Thorax 2018 Mar 30. Epub 2018 Mar 30.

Department of Radiology and Nuclear Medicine, Diagnostic Image Analysis Group, Radboudumc, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1136/thoraxjnl-2017-211107DOI Listing
March 2018

Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans.

Phys Med Biol 2018 04 5;63(8):085003. Epub 2018 Apr 5.

Department of Radiology and Nuclear Medicine, Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands.

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http://dx.doi.org/10.1088/1361-6560/aab4b3DOI Listing
April 2018

Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images.

J Med Imaging (Bellingham) 2017 Oct 14;4(4):044504. Epub 2017 Dec 14.

Radboud University Medical Center, Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1117/1.JMI.4.4.044504DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5729919PMC
October 2017

Automatic detection of the foveal center in optical coherence tomography.

Biomed Opt Express 2017 Nov 23;8(11):5160-5178. Epub 2017 Oct 23.

Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.

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http://dx.doi.org/10.1364/BOE.8.005160DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5695961PMC
November 2017

Robust Segmentation of the Full Cerebral Vasculature in 4D CT of Suspected Stroke Patients.

Sci Rep 2017 Nov 15;7(1):15622. Epub 2017 Nov 15.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, 6525GA, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1038/s41598-017-15617-wDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5688074PMC
November 2017

Incidental perifissural nodules on routine chest computed tomography: lung cancer or not?

Eur Radiol 2018 Mar 6;28(3):1095-1101. Epub 2017 Oct 6.

Department of Radiology, University Medical Center Utrecht, Heidelberglaan 100, 3584CX, Utrecht, The Netherlands.

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http://dx.doi.org/10.1007/s00330-017-5055-xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5811588PMC
March 2018

Use of Volumetry for Lung Nodule Management: Theory and Practice.

Radiology 2017 09;284(3):630-644

From the Department of Radiology, Royal Brompton Hospital, Sydney St, London SW3 6NP, England (A.D.); Department of of Radiology and Nuclear Medicine, Radboud UMC, Nijmegen, the Netherlands (B.v.G.); Department of Radiology, Guy's & St Thomas' NHS Foundation Trust, London, England (A.N.); and Department of Respiratory Medicine, Nottingham University Hospitals and University of Nottingham, Nottingham, England.

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http://dx.doi.org/10.1148/radiol.2017151022DOI Listing
September 2017

A survey on deep learning in medical image analysis.

Med Image Anal 2017 Dec 26;42:60-88. Epub 2017 Jul 26.

Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1016/j.media.2017.07.005DOI Listing
December 2017

Robust total retina thickness segmentation in optical coherence tomography images using convolutional neural networks.

Biomed Opt Express 2017 Jul 16;8(7):3292-3316. Epub 2017 Jun 16.

Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, the Netherlands.

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http://dx.doi.org/10.1364/BOE.8.003292DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5508829PMC
July 2017

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities.

Sci Rep 2017 07 11;7(1):5110. Epub 2017 Jul 11.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1038/s41598-017-05300-5DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5505987PMC
July 2017

Malignancy estimation of Lung-RADS criteria for subsolid nodules on CT: accuracy of low and high risk spectrum when using NLST nodules.

Eur Radiol 2017 Nov 24;27(11):4672-4679. Epub 2017 Apr 24.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1007/s00330-017-4842-8DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5635094PMC
November 2017

Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography.

Invest Ophthalmol Vis Sci 2017 04;58(4):2318-2328

Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands 2Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1167/iovs.16-20541DOI Listing
April 2017

Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial.

Eur Respir J 2017 04 19;49(4). Epub 2017 Apr 19.

Dept of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands.

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http://dx.doi.org/10.1183/13993003.01814-2016DOI Listing
April 2017

Computed tomography quantification of tracheal abnormalities in COPD and their influence on airflow limitation.

Med Phys 2017 Jul 22;44(7):3594-3603. Epub 2017 May 22.

Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, Nijmegen, 6525 GA, The Netherlands.

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http://dx.doi.org/10.1002/mp.12274DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052793PMC
July 2017

Lung-RADS Category 4X: Does It Improve Prediction of Malignancy in Subsolid Nodules?

Radiology 2017 07 24;284(1):264-271. Epub 2017 Mar 24.

From the Department of Radiology and Nuclear Medicine, Radboud University Nijmegen Medical Center, Geert Grooteplein 10, 6525 GA Nijmegen, the Netherlands (K.C., C.J., E.T.S., F.C., P.K.G., M.P., B.v.G., C.M.S.P.); Department of Radiology, Seoul National University College of Medicine, Seoul, Korea (J.M.G.); Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea (J.M.G.); Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria (H.P.); Division of Radiology, Department of Clinical Sciences, University of Parma, Parma, Italy (N.S.); Department of Radiology, University Medical Center Utrecht, the Netherlands (O.M.M.); and Department of Radiology, Meander Medical Center, Amersfoort, the Netherlands (C.M.S.P.).

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http://dx.doi.org/10.1148/radiol.2017161624DOI Listing
July 2017

White Matter and Gray Matter Segmentation in 4D Computed Tomography.

Sci Rep 2017 03 9;7(1):119. Epub 2017 Mar 9.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, 6525, GA, Nijmegen, the Netherlands.

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http://dx.doi.org/10.1038/s41598-017-00239-zDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5428067PMC
March 2017

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin.

Neuroimage Clin 2017 4;14:391-399. Epub 2017 Feb 4.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1016/j.nicl.2017.01.033DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5322213PMC
November 2017

Fifty years of computer analysis in chest imaging: rule-based, machine learning, deep learning.

Radiol Phys Technol 2017 Mar 16;10(1):23-32. Epub 2017 Feb 16.

Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1007/s12194-017-0394-5DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5337239PMC
March 2017

Fast and effective quantification of symmetry in medical images for pathology detection: Application to chest radiography.

Med Phys 2017 Jun 4;44(6):2242-2256. Epub 2017 May 4.

Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, 6521GA, The Netherlands.

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http://dx.doi.org/10.1002/mp.12127DOI Listing
June 2017

Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network.

Med Phys 2017 Mar;44(3):1017-1027

Department of Radiology, Academic Medical Center Amsterdam, P.O. Box 22660, DD Amsterdam, 1100, The Netherlands.

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http://dx.doi.org/10.1002/mp.12110DOI Listing
March 2017

Comparison of the effects of model-based iterative reconstruction and filtered back projection algorithms on software measurements in pulmonary subsolid nodules.

Eur Radiol 2017 Aug 5;27(8):3266-3274. Epub 2017 Jan 5.

Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea.

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http://dx.doi.org/10.1007/s00330-016-4716-5DOI Listing
August 2017

Robust cranial cavity segmentation in CT and CT perfusion images of trauma and suspected stroke patients.

Med Image Anal 2017 02 13;36:216-228. Epub 2016 Dec 13.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, 6525 GA, Netherlands.

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http://dx.doi.org/10.1016/j.media.2016.12.002DOI Listing
February 2017

A 4D CT digital phantom of an individual human brain for perfusion analysis.

PeerJ 2016 30;4:e2683. Epub 2016 Nov 30.

Department of Radiology and Nuclear Medicine, Radboud UMC , Nijmegen , The Netherlands.

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http://dx.doi.org/10.7717/peerj.2683DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134368PMC
November 2016

Improving airway segmentation in computed tomography using leak detection with convolutional networks.

Med Image Anal 2017 02 4;36:52-60. Epub 2016 Nov 4.

Diagnostic Image Analysis Group, Radboud University Medical Center, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1016/j.media.2016.11.001DOI Listing
February 2017

Interleaving cerebral CT perfusion with neck CT angiography part I. Proof of concept and accuracy of cerebral perfusion values.

Eur Radiol 2017 Jun 7;27(6):2649-2656. Epub 2016 Oct 7.

Department of Radiology and Nuclear Medicine, Radboud University Medical Center, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1007/s00330-016-4577-yDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5409805PMC
June 2017

Interleaving cerebral CT perfusion with neck CT angiography. Part II: clinical implementation and image quality.

Eur Radiol 2017 Jun 21;27(6):2411-2418. Epub 2016 Sep 21.

Department of Radiology and Nuclear Medicine, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1007/s00330-016-4592-zDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5408041PMC
June 2017

Large scale deep learning for computer aided detection of mammographic lesions.

Med Image Anal 2017 01 2;35:303-312. Epub 2016 Aug 2.

Diagnostic Image Analysis Group, Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1016/j.media.2016.07.007DOI Listing
January 2017

Semi-automatic classification of textures in thoracic CT scans.

Phys Med Biol 2016 08 20;61(16):5906-24. Epub 2016 Jul 20.

Image Sciences Institute, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.

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http://dx.doi.org/10.1088/0031-9155/61/16/5906DOI Listing
August 2016

Subsolid pulmonary nodule morphology and associated patient characteristics in a routine clinical population.

Eur Radiol 2017 Feb 2;27(2):689-696. Epub 2016 Jun 2.

Diagnostic Imaging Analysis Group, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1007/s00330-016-4429-9DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5209441PMC
February 2017

Automatic differentiation of color fundus images containing drusen or exudates using a contextual spatial pyramid approach.

Biomed Opt Express 2016 Mar 2;7(3):709-25. Epub 2016 Feb 2.

Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Ophthalmology, Radboud University Medical Center, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1364/BOE.7.000709DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4866450PMC
March 2016

The effect of late-phase contrast enhancement on semi-automatic software measurements of CT attenuation and volume of part-solid nodules in lung adenocarcinomas.

Eur J Radiol 2016 Jun 30;85(6):1174-80. Epub 2016 Mar 30.

Department of Radiology, Seoul National University College of Medicine, and Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea; Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea.

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http://dx.doi.org/10.1016/j.ejrad.2016.03.027DOI Listing
June 2016

An automated tuberculosis screening strategy combining X-ray-based computer-aided detection and clinical information.

Sci Rep 2016 04 29;6:25265. Epub 2016 Apr 29.

Department of Radiology and Nuclear Medicine, Radboud university medical center, Nijmegen, Gelderland, the Netherlands.

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http://dx.doi.org/10.1038/srep25265DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4850474PMC
April 2016

Software performance in segmenting ground-glass and solid components of subsolid nodules in pulmonary adenocarcinomas.

Eur Radiol 2016 Dec 5;26(12):4465-4474. Epub 2016 Apr 5.

Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea.

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http://dx.doi.org/10.1007/s00330-016-4317-3DOI Listing
December 2016

Fleischner recommendations for the management of subsolid pulmonary nodules: high awareness but limited conformance - a survey study.

Eur Radiol 2016 Nov 5;26(11):3840-3849. Epub 2016 Mar 5.

Diagnostic Imaging Analysis Group, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands.

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http://dx.doi.org/10.1007/s00330-016-4249-yDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5052295PMC
November 2016

The Effect of Supplementary Bone-Suppressed Chest Radiographs on the Assessment of a Variety of Common Pulmonary Abnormalities: Results of an Observer Study.

J Thorac Imaging 2016 Mar;31(2):119-25

*Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen †Department of Radiology, Meander Medical Center, Amersfoort, The Netherlands.

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http://dx.doi.org/10.1097/RTI.0000000000000195DOI Listing
March 2016

Automatic detection of pleural effusion in chest radiographs.

Med Image Anal 2016 Feb 1;28:22-32. Epub 2015 Dec 1.

Radboud University Medical Center, Post 767, Radiology Department, PO box 9101, 6500 HB Nijmegen, The Netherlands. Electronic address:

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https://linkinghub.elsevier.com/retrieve/pii/S13618415150014
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http://dx.doi.org/10.1016/j.media.2015.09.004DOI Listing
February 2016