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1

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

Wolterink, Jelmer M., Leiner, Tim, Viergever, Max A., Isgum, Ivana

Journal:

IEEE Transactions on Medical Imaging

Year:

2017

Language:

english

File:

PDF, 17.24 MB

english, 2017

2

Neurophysiological mechanisms underlying motor evoked potentials in anesthetized humans.: Part 1. Recovery time of corticospinal tract direct waves elicited by pairs of transcranial electrical stimuli

Vedran Deletis, Velimir Isgum, Vahe E Amassian

Journal:

Clinical Neurophysiology

Year:

2001

Language:

english

File:

PDF, 252 KB

english, 2001

3

Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI

Moeskops, Pim, Bresser, Jeroen de, Kuijf, Hugo J., Mendrik, Adriënne M., Biessels, Geert Jan, Pluim, Josien P.W., Išgum, Ivana

Journal:

NeuroImage: Clinical

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

4

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

Litjens, Geert, Ciompi, Francesco, Wolterink, Jelmer M., de Vos, Bob D., Leiner, Tim, Teuwen, Jonas, Išgum, Ivana

Journal:

Journal of the American College of Cardiology: Cardiovascular Imaging

Year:

2019

Language:

english

File:

PDF, 2.90 MB

english, 2019

5

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Leiner, Tim, Rueckert, Daniel, Suinesiaputra, Avan, Baeßler, Bettina, Nezafat, Reza, Išgum, Ivana, Young, Alistair A.

Journal:

Journal of Cardiovascular Magnetic Resonance

Year:

2019

Language:

english

File:

PDF, 21.58 MB

english, 2019

6

Automatic detection of calcifications in the aorta from abdominal CT scans

I Išgum, B van Ginneken, M.A Viergever

Journal:

International Congress Series

Year:

2003

Language:

english

File:

PDF, 99 KB

english, 2003

7

Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge

Išgum, Ivana, Benders, Manon J.N.L., Avants, Brian, Cardoso, M. Jorge, Counsell, Serena J., Gomez, Elda Fischi, Gui, Laura, Hűppi, Petra S., Kersbergen, Karina J., Makropoulos, Antonios, Melbourne, An

Journal:

Medical Image Analysis

Year:

2015

Language:

english

File:

PDF, 8.69 MB

english, 2015

8

Coronary Artery Calcium Can Predict All-Cause Mortality and Cardiovascular Events on Low-Dose CT Screening for Lung Cancer

Jacobs, Peter C., Gondrie, Martijn J. A., van der Graaf, Yolanda, de Koning, Harry J., Isgum, Ivana, van Ginneken, Bram, Mali, Willem P. T. M.

Journal:

American Journal of Roentgenology

Year:

2012

Language:

english

File:

PDF, 637 KB

english, 2012

9

Pulmonary function and CT biomarkers as risk factors for cardiovascular events in male lung cancer screening participants: the NELSON study

Takx, Richard A. P., Vliegenthart, Rozemarijn, Hoesein, Firdaus A. A. Mohamed, Išgum, Ivana, de Koning, Harry J., Mali, Willem P. Th. M., van der Aalst, Carlijn M., Zanen, Pieter, Lammers, Jan-Willem

Journal:

European Radiology

Year:

2015

Language:

english

File:

PDF, 226 KB

english, 2015

10

Automatic segmentation of MR brain images with a convolutional neural network

Moeskops, Pim, Viergever, Max A., Mendrik, Adrienne M., de Vries, Linda S., Benders, Manon J.N.L., Isgum, Ivana

Journal:

IEEE Transactions on Medical Imaging

Year:

2016

Language:

english

File:

PDF, 3.91 MB

english, 2016

11

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

Wolterink, Jelmer M., Leiner, Tim, de Vos, Bob D., van Hamersvelt, Robbert W., Viergever, Max A., Išgum, Ivana

Journal:

Medical Image Analysis

Year:

2016

Language:

english

File:

PDF, 2.53 MB

english, 2016

12

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

Lessmann, Nikolas, van Ginneken, Bram, Zreik, Majd, de Jong, Pim A., de Vos, Bob D., Viergever, Max A., Isgum, Ivana

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 2.82 MB

english, 2018

13

The amount of calcifications in pseudoxanthoma elasticum patients is underestimated in computed tomographic imaging; a post-mortem correlation of histological and computed tomographic findings in two cases

Vos, Annelotte, Kranenburg, Guido, de Jong, Pim A., Mali, Willem P. T. M., Van Hecke, Wim, Bleys, Ronald L. A. W., Isgum, Ivana, Vink, Aryan, Spiering, Wilko

Journal:

Insights into Imaging

Year:

2018

Language:

english

File:

PDF, 4.82 MB

english, 2018

14

Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier

Wolterink, Jelmer M., Hamersvelt, Robbert W. van, Viergever, Max A., Leiner, Tim, Išgum, Ivana

Journal:

Medical Image Analysis

Year:

2019

Language:

english

File:

PDF, 3.36 MB

english, 2019

15

Sublingual endothelial glycocalyx and atherosclerosis. A cross-sectional study

Valerio, Luca, Peters, Ron J., Zwinderman, Aeilko H., Pinto-Sietsma, Sara-Joan, Isgum, Ivana

Journal:

Year:

2019

Language:

english

File:

PDF, 478 KB

english, 2019

16

Enhancing cardiovascular artificial intelligence (AI) research in the Netherlands: CVON-AI consortium

Benjamins, J. W., van Leeuwen, K., Hofstra, L., Rienstra, M., Appelman, Y., Nijhof, W., Verlaat, B., Everts, I., den Ruijter, H. M., Isgum, I., Leiner, T., Vliegenthart, R., Asselbergs, F. W., Juarez-

Journal:

Netherlands Heart Journal

Year:

2019

File:

PDF, 984 KB

2019

17

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Leiner, Tim, Rueckert, Daniel, Suinesiaputra, Avan, Baeßler, Bettina, Nezafat, Reza, Išgum, Ivana, Young, Alistair A.

Journal:

Journal of Cardiovascular Magnetic Resonance

Year:

2019

File:

PDF, 21.58 MB

2019

18

Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images

Noothout, Julia M. H., De Vos, Bob D., Wolterink, Jelmer M., Postma, Elbrich M., Smeets, Paul A. M., Takx, Richard A. P., Leiner, Tim, Viergever, Max A., Isgum, Ivana

Journal:

IEEE Transactions on Medical Imaging

Year:

2020

File:

PDF, 14.80 MB

2020

19

[Lecture Notes in Computer Science] Interpretable and Annotation-Efficient Learning for Medical Image Computing Volume 12446 (Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3iD 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4â8, 2020, Proceedings) ||

Cardoso, Jaime, Van Nguyen, Hien, Heller, Nicholas, Henriques Abreu, Pedro, Isgum, Ivana, Silva, Wilson, Cruz, Ricardo, Pereira Amorim, Jose, Patel, Vishal, Roysam, Badri, Zhou, Kevin, Jiang, Steve, L

Year:

2020

File:

PDF, 54.28 MB

2020

20

Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus

Eva M. van Rikxoort, Ivana Isgum, Yulia Arzhaeva, Marius Staring, Stefan Klein, Max A. Viergever, Josien P.W. Pluim, Bram van Ginneken

Journal:

Medical Image Analysis

Year:

2010

Language:

english

File:

PDF, 1.03 MB

english, 2010

21

Measurement of electrode–tissue interface characteristics during high current transcranial pulse electrical stimulation

Elvis Paćelat, Ratko Magjarević, Velimir Išgum

Journal:

Year:

2000

Language:

english

File:

PDF, 812 KB

english, 2000

22

Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans

Clara I. Sánchez, Meindert Niemeijer, Ivana Išgum, Alina Dumitrescu, Maria S.A. Suttorp-Schulten, Michael D. Abràmoff, Bram van Ginneken

Journal:

Medical Image Analysis

Year:

2012

Language:

english

File:

PDF, 1.66 MB

english, 2012

23

Multi-Atlas-Based Segmentation With Local Decision Fusion—Application to Cardiac and Aortic Segmentation in CT Scans

Isgum, I., Staring, M., Rutten, A., Prokop, M., Viergever, M.A., van Ginneken, B.

Journal:

IEEE Transactions on Medical Imaging

Year:

2009

Language:

english

File:

PDF, 626 KB

english, 2009

24

Dynamic localisation of evoked potential generators

V. Isgum, B. Barac, T.S. Prevec

Journal:

Electroencephalography and Clinical Neurophysiology

Year:

1985

Language:

english

File:

PDF, 86 KB

english, 1985

25

PS-43-3 New evidence on corticospinal tract behavior after repetitive stimulation of the motor cortex

Vedran Deletis, Velimir Isgum, Zoran Rodi

Journal:

Electroencephalography and Clinical Neurophysiology/Electromyography and Motor Control

Year:

1995

Language:

english

File:

PDF, 247 KB

english, 1995

26

Calcium scoring with prospectively ECG-triggered CT: Using overlapping datasets generated with MPR decreases inter-scan variability

A. Rutten, I. Isgum, M. Prokop

Journal:

European Journal of Radiology

Year:

2011

Language:

english

File:

PDF, 323 KB

english, 2011

27

Similarities in the pattern of regional brain dysfunction in negative schizophrenia and unipolar depression: a single photon emission-computed tomography and auditory evoked potentials study

Vesna Medved, Ratko Petrović, Velimir Išgum, Lajos Szirovicza, Ljumbomir Hotujac

Journal:

Progress in Neuro-Psychopharmacology and Biological Psychiatry

Year:

2001

Language:

english

File:

PDF, 1.04 MB

english, 2001

28

Intraoperative neurophysiological mapping of dorsal columns. A new tool in the prevention of surgically induced sensory deficit?

M. Krzan, V. Deletis, V. Isgum

Journal:

Electroencephalography and Clinical Neurophysiology

Year:

1997

Language:

english

File:

PDF, 148 KB

english, 1997

29

P3.076 Movement related potentials in Parkinson's disease patients

N. Klepac, V. Isgum, Z. Mubrin, L. Unusic, M. Titlic

Journal:

Parkinsonism & Related Disorders

Year:

2009

Language:

english

File:

PDF, 57 KB

english, 2009

30

P4-12 Influence of parameters of the Sternberg memory task (the set size and probe item affiliation) on cognitive event-related potentials

M. Krbot, A.B. Sefer, V. Isgum, M. Cifrek

Journal:

Clinical Neurophysiology

Year:

2010

Language:

english

File:

PDF, 46 KB

english, 2010

31

P9.7 Evoked potentials of spontaneous movements: delayed preparation in Parkinson's disease patients

A.B. Sefer, M. Krbot, M. Cifrek, S. Telarovic, V. Isgum

Journal:

Clinical Neurophysiology

Year:

2011

Language:

english

File:

PDF, 54 KB

english, 2011

32

P9.4 Cognitive event-related potentials: method for testing features of working memory using the Sternberg memory task

M. Krbot, A.B. Sefer, M. Cifrek, K. Krbot, V. Isgum

Journal:

Clinical Neurophysiology

Year:

2011

Language:

english

File:

PDF, 38 KB

english, 2011

33

Automatic Coronary Calcium Scoring in Low-Dose Chest Computed Tomography

Isgum, I., Prokop, M., Niemeijer, M., Viergever, M. A., van Ginneken, B.

Journal:

IEEE Transactions on Medical Imaging

Year:

2012

Language:

english

File:

PDF, 2.47 MB

english, 2012

34

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

Peter C. Jacobs, Mathias Prokop, Yolanda van der Graaf, Martijn J. Gondrie, Kristel J. Janssen, Harry J. de Koning, Ivana Isgum, Rob J. van Klaveren, Matthijs Oudkerk, Bram van Ginneken, Willem P. Mal

Journal:

Atherosclerosis

Year:

2010

Language:

english

File:

PDF, 537 KB

english, 2010

35

P.6.038 Auditory evoked potentials in discriminating negative schizophrenia from unipolar depression

V. Medved, V. Išgum

Journal:

European Neuropsychopharmacology

Year:

1997

Language:

english

File:

PDF, 272 KB

english, 1997

36

Variation in quantitative CT air trapping in heavy smokers on repeat CT examinations

Mets, Onno M., Isgum, Ivana, Mol, Christian P., Gietema, Hester A., Zanen, Pieter, Prokop, Mathias, Jong, Pim A.

Journal:

European Radiology

Year:

2012

Language:

english

File:

PDF, 210 KB

english, 2012

37

Early Identification of Small Airways Disease on Lung Cancer Screening CT: Comparison of Current Air Trapping Measures

Mets, Onno M., Zanen, Pieter, Lammers, Jan-Willem J., Isgum, Ivana, Gietema, Hester A., Ginneken, Bram, Prokop, Mathias, Jong, Pim A.

Journal:

Year:

2012

Language:

english

File:

PDF, 209 KB

english, 2012

38

Hydrocortisone Treatment for Bronchopulmonary Dysplasia and Brain Volumes in Preterm Infants

Kersbergen, Karina J., de Vries, Linda S., van Kooij, Britt J.M., Išgum, Ivana, Rademaker, Karin J., van Bel, Frank, Hüppi, Petra S., Dubois, Jessica, Groenendaal, Floris, Benders, Manon J.N.L.

Journal:

The Journal of Pediatrics

Year:

2013

Language:

english

File:

PDF, 204 KB

english, 2013

39

Calcium at the carotid siphon as an indicator of internal carotid artery stenosis

Nikola Gotovac, Ivana Išgum, Max A. Viergever, Geert J. Biessels…

Journal:

European Radiology

Year:

2013

Language:

english

File:

PDF, 229 KB

english, 2013

40

Genome-wide association study of coronary and aortic calcification implicates risk loci for coronary artery disease and myocardial infarction

van Setten, Jessica, Isgum, Ivana, Smolonska, Joanna, Ripke, Stephan, de Jong, Pim A., Oudkerk, Matthijs, de Koning, Harry, Lammers, Jan-Willem J., Zanen, Pieter, Groen, Harry J.M., Marike Boezen, H.,

Journal:

Atherosclerosis

Year:

2013

Language:

english

File:

PDF, 370 KB

english, 2013

41

PO24-TH-27 Movement related cortical potentials in Parkinson's disease patients

Klepac, N., Isgum, V., Mubrin, Z.

Journal:

Journal of the Neurological Sciences

Year:

2009

Language:

english

File:

PDF, 46 KB

english, 2009

42

P36-14 The comparison of movement related evoked potentials in Parkinson's disease patients and healthy controls

Sefer, A.B., Krbot, M., Isgum, V., Cifrek, M.

Journal:

Clinical Neurophysiology

Year:

2010

Language:

english

File:

PDF, 49 KB

english, 2010

43

Automatic detection of calcifications in the aorta from CT scans of the abdomen1

Isgum, Ivana, van Ginneken, Bram, Olree, Marco

Journal:

Academic Radiology

Year:

2004

Language:

english

File:

PDF, 276 KB

english, 2004

44

Relationship between myocardial bridges and reduced coronary atherosclerosis in patients with angina pectoris

Verhagen, Sandra N., Rutten, Annemarieke, Meijs, Matthijs F., Isgum, Ivana, Cramer, Maarten J., van der Graaf, Yolanda, Visseren, Frank L.J.

Journal:

International Journal of Cardiology

Year:

2013

Language:

english

File:

PDF, 389 KB

english, 2013

45

P30.14 Long term follow-up of visual evoked potential parameters in patients with multiple sclerosis

NESEKMAEARIA, V, ISGUM, V

Journal:

Clinical Neurophysiology

Year:

2006

Language:

english

File:

PDF, 41 KB

english, 2006

46

Feasibility and Safety of Erythropoietin for Neuroprotection after Perinatal Arterial Ischemic Stroke

Benders, Manon J., van der Aa, Niek E., Roks, Maurice, van Straaten, Henrica L., Isgum, Ivana, Viergever, Max A., Groenendaal, Floris, de Vries, Linda S., van Bel, Frank

Journal:

The Journal of Pediatrics

Year:

2014

Language:

english

File:

PDF, 669 KB

english, 2014

47

Cardiac valve calcifications on low-dose unenhanced ungated chest computed tomography: inter-observer and inter-examination reliability, agreement and variability

van Hamersvelt, Robbert W., Willemink, Martin J., Takx, Richard A. P., Eikendal, Anouk L. M., Budde, Ricardo P. J., Leiner, Tim, Mol, Christian P., Isgum, Ivana, de Jong, Pim A.

Journal:

European Radiology

Year:

2014

Language:

english

File:

PDF, 1.11 MB

english, 2014

48

[IEEE Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. - Cambridge, UK (2004.08.26-2004.08.26)] Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. - A pattern recognition approach to automated coronary calcium scoring

Isgum, I., van Ginneken, B., Prokop, M.

Year:

2004

Language:

english

File:

PDF, 404 KB

english, 2004

49

Coronary Artery Calcification Scoring in Low-Dose Ungated CT Screening for Lung Cancer: Interscan Agreement

Jacobs, Peter C. A., Isgum, Ivana, Gondrie, Martijn J. A., Mali, Willem P. Th. M., van Ginneken, Bram, Prokop, Mathias, van der Graaf, Yolanda

Journal:

American Journal of Roentgenology

Year:

2010

Language:

english

File:

PDF, 679 KB

english, 2010

50

[IEEE Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis - Zagreb, Croatia (2005.09.15-2005.09.17)] ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005. - Automated coronary calcification detection and scoring

Isgum, I., van Ginneken, B., Rutten, A., Prokop, M.

Year:

2005

Language:

english

File:

PDF, 696 KB

english, 2005