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Generative Models for Reproducible Coronary Calcium Scoring


May 24, 2022
Sanne G. M. van Velzen, Bob D. de Vos, Julia M. H. Noothout, Helena M. Verkooijen, Max A. Viergever, Ivana Išgum

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* Journal of Medical Imaging, 2022 
* In press 

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Explainable artificial intelligence (XAI) in deep learning-based medical image analysis


Jul 22, 2021
Bas H. M. van der Velden, Hugo J. Kuijf, Kenneth G. A. Gilhuijs, Max A. Viergever

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* Submitted for publication. Comments welcome by email to first author 

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Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT


Aug 10, 2020
Steffen Bruns, Jelmer M. Wolterink, Richard A. P. Takx, Robbert W. van Hamersvelt, Dominika Suchá, Max A. Viergever, Tim Leiner, Ivana Išgum

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


Jul 10, 2020
Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Elbrich M. Postma, Paul A. M. Smeets, Richard A. P. Takx, Tim Leiner, Max A. Viergever, Ivana Išgum

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* 12 pages, accepted at IEEE transactions in Medical Imaging 

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Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis


Nov 10, 2019
Majd Zreik, Tim Leiner, Nadieh Khalili, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Išgum

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* Submitted to IEEE Access. arXiv admin note: text overlap with arXiv:1906.04419 

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Harmonization of diffusion MRI datasets with adaptive dictionary learning


Oct 30, 2019
Samuel St-Jean, Max A. Viergever, Alexander Leemans

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* v2: Fix minor text issue + add supp materials v1: To be submitted to Neuroimage 

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Liver segmentation and metastases detection in MR images using convolutional neural networks


Oct 15, 2019
Mariëlle J. A. Jansen, Hugo J. Kuijf, Maarten Niekel, Wouter B. Veldhuis, Frank J. Wessels, Max A. Viergever, Josien P. W. Pluim

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* J. Med. Imag. 6(4), 044003 (2019) 

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SMART tracking: Simultaneous anatomical imaging and real-time passive device tracking for MR-guided interventions


Aug 28, 2019
Frank Zijlstra, Max A. Viergever, Peter R. Seevinck

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* Physica Medica 64 (2019): 252-260 

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Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis


Jun 11, 2019
Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Išgum

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* This work has been submitted to the TMI IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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