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List of works by Ivana Isgum

A pattern recognition approach to automated coronary calcium scoring

scholarly article published 2004

Adaptive local multi-atlas segmentation: application to heart segmentation in chest CT scans

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

scientific article published on 13 October 2009

An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework.

scientific article published on May 2016

Association of Chronic Obstructive Pulmonary Disease and Smoking Status With Bone Density and Vertebral Fractures in Male Lung Cancer Screening Participants

scholarly article by Werner U de Jong et al published 26 September 2014 in Journal of Bone and Mineral Research

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

scientific article published on 30 July 2020

Automated aortic calcium scoring on low-dose chest computed tomography

scientific article published in February 2010

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

scientific article

Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity Detection

scientific article published on 16 March 2015

Automatic Segmentation of MR Brain Images With a Convolutional Neural Network

scientific article published on 30 March 2016

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

scientific article published on 21 April 2016

Automatic coronary calcium scoring in low-dose chest computed tomography

scientific article published on 3 September 2012

Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans

Automatic detection of calcifications in the aorta from CT scans of the abdomen. 3D computer-aided diagnosis

scientific article published in March 2004

Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs

Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT.

scientific article published on 4 April 2017

Automatic segmentation of MR brain images of preterm infants using supervised classification.

scientific article published on 7 June 2015

Automatic segmentation of eight tissue classes in neonatal brain MRI

scientific article

Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks

scholarly article published April 2016

Brain Volumes at Term-Equivalent Age in Preterm Infants: Imaging Biomarkers for Neurodevelopmental Outcome through Early School Age.

scientific article published on 7 January 2016

Brain and CSF Volumes in Fetuses and Neonates with Antenatal Diagnosis of Critical Congenital Heart Disease: A Longitudinal MRI Study

scientific article published on 28 March 2019

Brain tissue volumes in preterm infants: prematurity, perinatal risk factors and neurodevelopmental outcome: a systematic review

scientific article published on April 2012

CT-quantified emphysema in male heavy smokers: association with lung function decline

scientific article published on 7 April 2011

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

scientific article published on January 18, 2013

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

scientific article published on 5 July 2010

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

scientific article published on 10 May 2014

Cardiovascular disease prediction: do pulmonary disease-related chest CT features have added value?

scientific article published on 14 March 2015

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

article

Computed tomography of aortic wall calcifications in aortic dissection patients

scientific article

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

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

scholarly article by Peter C. Jacobs et al published March 2012 in American Journal of Roentgenology

Coronary calcification: effect of small variation of scan starting position on Agatston, volume, and mass scores

scientific article

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

scientific article published in PLoS ONE

Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

scientific article published on 11 February 2020

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

scientific article published on 26 November 2017

Detection of coronary calcifications from computed tomography scans for automated risk assessment of coronary artery disease

scientific article published in April 2007

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

scientific article published on 10 July 2015

Diagnosis of chronic obstructive pulmonary disease in lung cancer screening Computed Tomography scans: independent contribution of emphysema, air trapping and bronchial wall thickening

scientific article published on 27 May 2013

Discriminating dominant computed tomography phenotypes in smokers without or with mild COPD.

scientific article published on 30 August 2013

Early identification of small airways disease on lung cancer screening CT: comparison of current air trapping measures

Effects of Posthemorrhagic Ventricular Dilatation in the Preterm Infant on Brain Volumes and White Matter Diffusion Variables at Term-Equivalent Age.

scientific article published on 31 October 2015

Effects of early nutrition and growth on brain volumes, white matter microstructure, and neurodevelopmental outcome in preterm newborns.

scientific article

Erratum to: Automatic determination of cardiovascular risk by CT attenuation correction maps in Rb-82 PET/CT.

scientific article published on 6 June 2017

Evaluation of automatic neonatal brain segmentation algorithms: the NeoBrainS12 challenge

scientific article published on 15 November 2014

Feasibility and safety of erythropoietin for neuroprotection after perinatal arterial ischemic stroke

scientific article published on 8 December 2013

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

scientific journal article

Hydrocortisone treatment for bronchopulmonary dysplasia and brain volumes in preterm infants.

scientific article published on 21 May 2013

Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans

scientific article published in October 2011

Impact of automatically detected motion artifacts on coronary calcium scoring in chest computed tomography

scientific article published on 01 October 2018

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

scientific article

Implicit surface registration with surface-oriented anisotropic deformation field smoothing

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

scientific article published on 12 February 2019

Lung cancer screening CT-based prediction of cardiovascular events.

scientific article published on 13 June 2013

Mild cerebellar injury does not significantly affect cerebral white matter microstructural organization and neurodevelopmental outcome in a contemporary cohort of preterm infants

scientific article

Multi-atlas-based segmentation with local decision fusion--application to cardiac and aortic segmentation in CT scans

scientific article published on 6 January 2009

Osteoporosis markers on low-dose lung cancer screening chest computed tomography scans predict all-cause mortality

scientific article

Patent Ductus Arteriosus and Brain Volume

scientific article published on 30 March 2016

Predominance of Nonatherosclerotic Internal Elastic Lamina Calcification in the Intracranial Internal Carotid Artery

scientific article published on 29 October 2015

Prognostic value of heart valve calcifications for cardiovascular events in a lung cancer screening population

scientific article published on 12 May 2015

Quantification of coronary artery calcium in nongated CT to predict cardiovascular events in male lung cancer screening participants: results of the NELSON study

scientific article published on 20 November 2014

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

scientific article published on 3 March 2012

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

scientific article published on 16 January 2019

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

scientific article

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

scientific article