Machine Learning for Assessment of Coronary Artery Disease in Cardiac CT: A Survey

by Nils Hampe, Nils Hampe, Nils Hampe, Jelmer M. Wolterink, Jelmer M. Wolterink, Jelmer M. Wolterink, Sanne G. M. van Velzen, Tim Leiner, Ivana Išgum, Ivana Išgum, Ivana Išgum, Ivana Išgum
Published 2019-11-01

Routine Echocardiography and Artificial Intelligence Solutions

by Mark J. Schuuring, Ivana Išgum, Ivana Išgum, Ivana Išgum, Bernard Cosyns, Steven A. J. Chamuleau, Steven A. J. Chamuleau, Berto J. Bouma
Published 2021-02-01

Automatic segmentation with detection of local segmentation failures in cardiac MRI

by Jörg Sander, Bob D. de Vos, Ivana Išgum
Published 2020-12-01

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

by Tim Leiner, Daniel Rueckert, Avan Suinesiaputra, Bettina Baeßler, Reza Nezafat, Ivana Išgum, Alistair A. Young
Published 2019-10-01

Development of Cortical Morphology Evaluated with Longitudinal MR Brain Images of Preterm Infants.

by Pim Moeskops, Manon J N L Benders, Karina J Kersbergen, Floris Groenendaal, Linda S de Vries, Max A Viergever, Ivana Išgum
Published 2015-01-01

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

by Pim Moeskops, Jeroen de Bresser, Hugo J. Kuijf, Adriënne M. Mendrik, Geert Jan Biessels, Josien P.W. Pluim, Ivana Išgum
Published 2018-01-01

Computed tomography of aortic wall calcifications in aortic dissection patients.

by Pim A de Jong, Willem E Hellings, Richard A P Takx, Ivana Išgum, Joost A van Herwaarden, Willem P Th M Mali
Published 2014-01-01

Automated coronary artery calcification scoring in non-gated chest CT: agreement and reliability.

by Richard A P Takx, Pim A de Jong, Tim Leiner, Matthijs Oudkerk, Harry J de Koning, Christian P Mol, Max A Viergever, Ivana Išgum
Published 2014-01-01

Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease

by Cilie C. van 't Klooster, Hendrik M. Nathoe, J. Hjortnaes, Michiel L. Bots, Ivana Isgum, Nikolas Lessmann, Yolanda van der Graaf, Tim Leiner, Frank L.J. Visseren
Published 2020-04-01

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

by Annelotte Vos, Guido Kranenburg, Pim A. de Jong, Willem P. T. M. Mali, Wim Van Hecke, Ronald L. A. W. Bleys, Ivana Isgum, Aryan Vink, Wilko Spiering
Published 2018-06-01

Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images.

by Jurica Šprem, Bob D de Vos, Nikolas Lessmann, Robbert W van Hamersvelt, Marcel J W Greuter, Pim A de Jong, Tim Leiner, Max A Viergever, Ivana Išgum
Published 2018-01-01

Prediction of cognitive and motor outcome of preterm infants based on automatic quantitative descriptors from neonatal MR brain images

by Pim Moeskops, Ivana Išgum, Kristin Keunen, Nathalie H. P. Claessens, Ingrid C. van Haastert, Floris Groenendaal, Linda S. de Vries, Max A. Viergever, Manon J. N. L. Benders
Published 2017-05-01

Automatic quantification of ischemic injury on diffusion-weighted MRI of neonatal hypoxic ischemic encephalopathy

by Keelin Murphy, Niek E. van der Aa, Simona Negro, Floris Groenendaal, Linda S. de Vries, Max A. Viergever, Geraldine B. Boylan, Manon J.N.L. Benders, Ivana Išgum
Published 2017-01-01

Automatic segmentation of eight tissue classes in neonatal brain MRI.

by Petronella Anbeek, Ivana Išgum, Britt J M van Kooij, Christian P Mol, Karina J Kersbergen, Floris Groenendaal, Max A Viergever, Linda S de Vries, Manon J N L Benders
Published 2013-01-01

Impact of cardiovascular calcifications on the detrimental effect of continued smoking on cardiovascular risk in male lung cancer screening participants.

by Pushpa M Jairam, Pim A de Jong, Willem P T h M Mali, Ivana Isgum, Harry J de Koning, Carlijn van der Aalst, Matthijs Oudkerk, Rozemarijn Vliegenthart, Yolanda van der Graaf
Published 2013-01-01

Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease

by Mirthe Dekker, Farahnaz Waissi, Ingrid E.M. Bank, Nikolas Lessmann, Ivana Išgum, Birgitta K. Velthuis, Asbjørn M. Scholtens, Geert E. Leenders, Gerard Pasterkamp, Dominique P.V. de Kleijn, Leo Timmers, Arend Mosterd
Published 2020-02-01

Unmyelinated white matter loss in the preterm brain is associated with early increased levels of end-tidal carbon monoxide.

by Cornelie A Blok, Karina J Kersbergen, Niek E van der Aa, Britt J van Kooij, Petronella Anbeek, Ivana Isgum, Linda S de Vries, Tannette G Krediet, Floris Groenendaal, Hendrik J Vreman, Frank van Bel, Manon J Benders
Published 2014-01-01

High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome

by Mirthe Dekker, Farahnaz Waissi, Max J. M. Silvis, Joelle V. Bennekom, Arjan H. Schoneveld, Robbert J. de Winter, Ivana Isgum, Nikolas Lessmann, Birgitta K. Velthuis, Gerard Pasterkamp, Arend Mosterd, Leo Timmers, Dominique P. V. de Kleijn
Published 2021-09-01

Automatic Coronary Artery Calcium Scoring on Radiotherapy Planning CT Scans of Breast Cancer Patients: Reproducibility and Association with Traditional Cardiovascular Risk Factors.

by Sofie A M Gernaat, Ivana Išgum, Bob D de Vos, Richard A P Takx, Danny A Young-Afat, Noor Rijnberg, Diederick E Grobbee, Yolanda van der Graaf, Pim A de Jong, Tim Leiner, Desiree H J van den Bongard, Jean-Philippe Pignol, Helena M Verkooijen
Published 2016-01-01

Automated Final Lesion Segmentation in Posterior Circulation Acute Ischemic Stroke Using Deep Learning

by Riaan Zoetmulder, Praneeta R. Konduri, Iris V. Obdeijn, Efstratios Gavves, Ivana Išgum, Charles B.L.M. Majoie, Diederik W.J. Dippel, Yvo B.W.E.M. Roos, Mayank Goyal, Peter J. Mitchell, Bruce C. V. Campbell, Demetrius K. Lopes, Gernot Reimann, Tudor G. Jovin, Jeffrey L. Saver, Keith W. Muir, Phil White, Serge Bracard, Bailiang Chen, Scott Brown, Wouter J. Schonewille, Erik van der Hoeven, Volker Puetz, Henk A. Marquering
Published 2021-09-01