Ivana Isgum - RankMe

159 papers B 29Journal 89Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep generative models for vessel segmentation in CT angiography of the brain. Comput. Biol. Medicine Henk van Voorst, Jiahang Su, Praneeta Konduri, Charles B. L. M. Majoie, Yvo B. W. E. M. Roos, Bart J. Emmer, Henk A. Marquering, Bob D. de Vos, Matthan W. A. Caan, Ivana Isgum
2026	J	`jnl`	Dual-Phase Cross-Modal Contrastive Learning for CMR-Guided ECG Representations for Cardiovascular Disease Assessment. CoRR Laura Alvarez-Florez, Angel Bujalance-Gomez, Femke Raijmakers, Samuel Ruipérez-Campillo, Maarten Z. Kolk, Jesse Wiers, Julia E. Vogt, Erik J. Bekkers, Ivana Isgum, Fleur V. Y. Tjong
2026	J	`jnl`	Fighting MRI Anisotropy: Learning Multiple Cardiac Shapes From a Single Implicit Neural Representation. CoRR Carolina Brás, Soufiane Ben Haddou, Thijs P. Kuipers, Laura Alvarez-Florez, R. N. Planken, Fleur V. Y. Tjong, Connie Bezzina, Ivana Isgum
2026	J	`jnl`	Neural Implicit 3D Cardiac Shape Reconstruction from Sparse CT Angiography Slices Mimicking 2D Transthoracic Echocardiography Views. CoRR Gino E. Jansen, Carolina Brás, Nils Planken, Mark J. Schuuring, Berto J. Bouma, Ivana Isgum
2026	J	`jnl`	Synthesis of Late Gadolinium Enhancement Images via Implicit Neural Representations for Cardiac Scar Segmentation. CoRR Soufiane Ben Haddou, Laura Alvarez-Florez, Erik J. Bekkers, Fleur V. Y. Tjong, Ahmad S. Amin, Connie R. Bezzina, Ivana Isgum
2025	J	`jnl`	Attenuation artifact detection and severity classification in intracoronary OCT using mixed image representations. CoRR Pierandrea Cancian, Simone Saitta, Xiaojin Gu, Rudolf L. M. van Herten, Thijs J. Luttikholt, Jos Thannhauser, Rick H. J. A. Volleberg, Ruben G. A. van der Waerden, Joske L. van der Zande, Clarisa I. Sánchez, Bram van Ginneken, Niels van Royen, Ivana Isgum
2025	J	`jnl`	Automated mitral valve segmentation in PLAX-view transthoracic echocardiography for anatomical assessment and risk stratification. Comput. Biol. Medicine Gino E. Jansen, Mitchel A. Molenaar, Mark J. Schuuring, Berto J. Bouma, Ivana Isgum
2025	—	`conf`	Keynote: AI for Analysis of Coronary Artery Disease. Bildverarbeitung für die Medizin Ivana Isgum
2025	J	`jnl`	Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome. Medical Image Anal. Szymon Plotka, Tomasz Szczepanski, Paula Szenejko, Przemyslaw Korzeniowski, Jesús Rodriguez Calvo, Asma Khalil, Alireza Shamshirsaz, Robert Brawura-Biskupski-Samaha, Ivana Isgum, Clara I. Sánchez, Arkadiusz Sitek
2025	J	`jnl`	Temporally Consistent Mitral Annulus Measurements from Sparse Annotations in Echocardiographic Videos. CoRR Gino E. Jansen, Mark J. Schuuring, Berto J. Bouma, Ivana Isgum
2025	J	`jnl`	World of Forms: Deformable geometric templates for one-shot surface meshing in coronary CT angiography. Medical Image Anal. Rudolf L. M. van Herten, Ioannis Lagogiannis, Jelmer M. Wolterink, Steffen Bruns, Eva R. Meulendijks, Damini Dey, Joris R. de Groot, José P. Henriques, R. N. Planken, Simone Saitta, Ivana Isgum
2024	J	`jnl`	ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. Comput. Methods Programs Biomed. Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
2024	J	`jnl`	ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. CoRR Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
2024	—	`conf`	Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke. MIDL Lucas de Vries, Rudolf Leonardus Mirjam van Herten, Jan W. Hoving, Ivana Isgum, Bart J. Emmer, Charles B. L. M. Majoie, Henk A. Marquering, Stratis Gavves
2024	J	`jnl`	Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction Using Mesh Priors. IEEE Trans. Medical Imaging Rudolf L. M. van Herten, Nils Hampe, Richard A. P. Takx, Klaas Jan Franssen, Yining Wang, Dominika Suchá, José P. Henriques, Tim Leiner, Nils Planken, Ivana Isgum
2024	J	`jnl`	Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease. CoRR Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, Adam M. Saunders, Nancy R. Newlin, Ho Hin Lee, Qi Yang, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, Lisa L. Barnes, David A. Bennett, Katherine D. Van Schaik, Derek B. Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Isgum, Daniel Moyer, Yuankai Huo, Kurt G. Schilling, Lianrui Zuo, Shunxing Bao, Nazirah Mohd Khairi, Zhiyuan Li, Christos Davatzikos, Bennett A. Landman
2024	—	`conf`	REINDIR: Repeated Embedding Infusion for Neural Deformable Image Registration. MIDL Louis D. van Harten, Rudolf Leonardus Mirjam van Herten, Ivana Isgum
2024	J	`jnl`	Robust Deformable Image Registration Using Cycle-Consistent Implicit Representations. IEEE Trans. Medical Imaging Louis D. van Harten, Jaap Stoker, Ivana Isgum
2023	J	`jnl`	BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery. Comput. Biol. Medicine Szymon Plotka, Michal K. Grzeszczyk, Robert Brawura-Biskupski-Samaha, Pawel Gutaj, Michal Lipa, Tomasz Trzcinski, Ivana Isgum, Clara I. Sánchez, Arkadiusz Sitek
2023	—	`conf`	Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy. STACOM@MICCAI Laura Alvarez-Florez, Jörg Sander, Mimount Bourfiss, Fleur V. Y. Tjong, Birgitta K. Velthuis, Ivana Isgum
2023	J	`jnl`	Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy. CoRR Laura Alvarez-Florez, Jörg Sander, Mimount Bourfiss, Fleur V. Y. Tjong, Birgitta K. Velthuis, Ivana Isgum
2023	J	`jnl`	Deep Learning-Based Prediction of Fractional Flow Reserve along the Coronary Artery. CoRR Nils Hampe, Sanne G. M. van Velzen, Jean-Paul Aben, Carlos Collet, Ivana Isgum
2023	—	`conf`	Deformable Image Registration with Geometry-informed Implicit Neural Representations. MIDL Louis D. van Harten, Rudolf Leonardus Mirjam van Herten, Jaap Stoker, Ivana Isgum
2023	—	`conf`	Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints. MIDL Rudolf Leonardus Mirjam van Herten, Louis D. van Harten, Nils Planken, Ivana Isgum
2023	J	`jnl`	Inter-vendor harmonization of Computed Tomography (CT) reconstruction kernels using unpaired image translation. CoRR Aravind R. Krishnan, Kaiwen Xu, Thomas Z. Li, Chenyu Gao, Lucas W. Remedios, Praitayini Kanakaraj, Ho Hin Lee, Shunxing Bao, Kim L. Sandler, Fabien Maldonado, Ivana Isgum, Bennett A. Landman
2023	B	`ed.`	Medical Imaging 2023: Image Processing, San Diego, CA, USA, February 19-23, 2023 Image Processing Olivier Colliot, Ivana Isgum
2023	—	`conf`	MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis. MIDL Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan
2023	J	`jnl`	Predicting Age from White Matter Diffusivity with Residual Learning. CoRR Chenyu Gao, Michael E. Kim, Ho Hin Lee, Qi Yang, Nazirah Mohd Khairi, Praitayini Kanakaraj, Nancy R. Newlin, Derek B. Archer, Angela L. Jefferson, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, The BIOCARD Study Team, Yuankai Huo, Katherine D. Van Schaik, Kurt G. Schilling, Daniel Moyer, Ivana Isgum, Bennett A. Landman
2023	J	`jnl`	Reconstruction and completion of high-resolution 3D cardiac shapes using anisotropic CMRI segmentations and continuous implicit neural representations. Comput. Biol. Medicine Jörg Sander, Bob D. de Vos, Steffen Bruns, Nils Planken, Max A. Viergever, Tim Leiner, Ivana Isgum
2023	J	`jnl`	Robust deformable image registration using cycle-consistent implicit representations. CoRR Louis D. van Harten, Jaap Stoker, Ivana Isgum
2023	J	`jnl`	Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke. Medical Image Anal. Lucas de Vries, Rudolf L. M. van Herten, Jan W. Hoving, Ivana Isgum, Bart J. Emmer, Charles B. L. M. Majoie, Henk A. Marquering, Efstratios Gavves
2023	—	`conf`	Temporally Consistent Segmentations from Sparsely Labeled Echocardiograms Using Image Registration for Pseudo-labels Generation. ASMUS@MICCAI Matteo Tafuro, Gino E. Jansen, Ivana Isgum
2022	J	`jnl`	Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI. CoRR Jörg Sander, Bob D. de Vos, Ivana Isgum
2022	J	`jnl`	Autoencoding low-resolution MRI for semantically smooth interpolation of anisotropic MRI. Medical Image Anal. Jörg Sander, Bob D. de Vos, Ivana Isgum
2022	—	`conf`	Deep Learning for Ventricular Arrhythmia Prediction Using Fibrosis Segmentations on Cardiac MRI Data. CinC Florence E. van Lieshout, Roel C. Klein, Maarten Z. Kolk, Kylian van Geijtenbeek, Romy Vos, Samuel Ruipérez-Campillo, Ruibin Feng, Brototo Deb, Prasanth Ganesan, Reinoud Knops, Ivana Isgum, Sanjiv M. Narayan, Erik J. Bekkers, Bob D. de Vos, Fleur V. Y. Tjong
2022	J	`jnl`	Deep learning-based whole-heart segmentation in 4D contrast-enhanced cardiac CT. Comput. Biol. Medicine Steffen Bruns, Jelmer M. Wolterink, Thomas P. W. van den Boogert, Jürgen H. Runge, Berto J. Bouma, José P. Henriques, Jan Baan, Max A. Viergever, R. N. Planken, Ivana Isgum
2022	J	`jnl`	Generative Models for Reproducible Coronary Calcium Scoring. CoRR Sanne G. M. van Velzen, Bob D. de Vos, Julia M. H. Noothout, Helena M. Verkooijen, Max A. Viergever, Ivana Isgum
2022	B	`conf`	Generative adversarial network for coronary artery plaque synthesis in coronary CT angiography. Image Processing Zhiwei Zhai, Yining Wang, Bob D. de Vos, Julia M. H. Noothout, Nils Planken, Ivana Isgum
2022	B	`ed.`	Medical Imaging 2022: Image Processing, San Diego, CA, USA, February 20-24, 2022 / Online, March 21-27, 2022 Image Processing Olivier Colliot, Ivana Isgum, Bennett A. Landman, Murray H. Loew
2022	J	`jnl`	Untangling and segmenting the small intestine in 3D cine-MRI using deep learning. Medical Image Anal. Louis D. van Harten, Catharina S. de Jonge, Kim J. Beek, Jaap Stoker, Ivana Isgum
2022	—	`conf`	Weakly-Supervised Deep Learning for Left Ventricle Fibrosis Segmentation in Cardiac MRI Using Image-Level Labels. CinC Roel C. Klein, Florence E. van Lieshout, Maarten Z. Kolk, Kylian van Geijtenbeek, Romy Vos, Samuel Ruipérez-Campillo, Ruibin Feng, Brototo Deb, Prasanth Ganesan, Reinoud Knops, Ivana Isgum, Sanjiv M. Narayan, Erik J. Bekkers, Bob D. de Vos, Fleur V. Y. Tjong
2021	B	`conf`	Automatic segmentation of the olfactory bulbs in MRI. Image Processing Julia M. H. Noothout, Elbrich M. Postma, Sanne Boesveldt, Bob D. de Vos, Paul A. M. Smeets, Ivana Isgum
2021	B	`conf`	Automatic whole-heart segmentation in 4D TAVI treatment planning CT. Image Processing Steffen Bruns, Jelmer M. Wolterink, Thomas P. W. van den Boogert, José P. Henriques, Jan Baan, Nils Planken, Ivana Isgum
2021	B	`conf`	Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis. Image Processing Majd Zreik, Nils Hampe, Tim Leiner, Nadih Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Isgum
2021	—	`conf`	Deep Learning-Based Data-Point Precise R-Peak Detection in Single-Lead Electrocardiograms. EMBC Matthijs Oudkerk, Bob D. de Vos, Michiel M. Winter, Ivana Isgum
2021	B	`conf`	Graph attention networks for segment labeling in coronary artery trees. Image Processing Nils Hampe, Jelmer M. Wolterink, Carlos Collet, Nils Planken, Ivana Isgum
2021	B	`ed.`	Medical Imaging 2021: Image Processing, Online, February 15-19, 2021 Image Processing Ivana Isgum, Bennett A. Landman
2021	B	`conf`	Unsupervised super-resolution: creating high-resolution medical images from low-resolution anisotropic examples. Image Processing Jörg Sander, Bob D. de Vos, Ivana Isgum
2021	—	`conf`	Untangling the Small Intestine in 3D cine-MRI using Deep Stochastic Tracking. MIDL Louis D. van Harten, Catharina S. de Jonge, Jaap Stoker, Ivana Isgum
2021	B	`conf`	Welcome and Introduction to SPIE Conference 11596. Image Processing Ivana Isgum, Bennett A. Landman
2020	B	`conf`	Automatic online quality control of synthetic CTs. Image Processing Louis D. van Harten, Jelmer M. Wolterink, Joost J. C. Verhoeff, Ivana Isgum
2020	J	`jnl`	Automatic segmentation with detection of local segmentation failures in cardiac MRI. CoRR Jörg Sander, Bob D. de Vos, Ivana Isgum
2020	B	`conf`	Coronary artery calcium scoring: Can we do better? Image Processing Sanne G. M. van Velzen, Bob D. de Vos, Helena M. Verkooijen, Tim Leiner, Max A. Viergever, Ivana Isgum
2020	—	`conf`	Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	—	`conf`	Deep Group-Wise Variational Diffeomorphic Image Registration. TIA@MICCAI Tycho F. A. van der Ouderaa, Ivana Isgum, Wouter B. Veldhuis, Bob D. de Vos
2020	J	`jnl`	Deep Group-wise Variational Diffeomorphic Image Registration. CoRR Tycho F. A. van der Ouderaa, Ivana Isgum, Wouter B. Veldhuis, Bob D. de Vos
2020	J	`jnl`	Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography. IEEE Trans. Medical Imaging Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2020	J	`jnl`	Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT. CoRR Steffen Bruns, Jelmer M. Wolterink, Richard A. P. Takx, Robbert W. van Hamersvelt, Dominika Suchá, Max A. Viergever, Tim Leiner, Ivana Isgum
2020	J	`jnl`	Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images. CoRR 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 Isgum
2020	J	`jnl`	Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images. IEEE Trans. Medical Imaging 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 Isgum
2020	B	`conf`	Exploiting clinically available delineations for CNN-based segmentation in radiotherapy treatment planning. Image Processing Louis D. van Harten, Jelmer M. Wolterink, Joost J. C. Verhoeff, Ivana Isgum
2020	—	`ed.`	Interpretable and Annotation-Efficient Learning for Medical Image Computing - 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 4-8, 2020, Proceedings iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	B	`ed.`	Medical Imaging 2020: Image Processing, Houston, TX, USA, February 15-20, 2020 Image Processing Ivana Isgum, Bennett A. Landman
2020	B	`conf`	Mutual information for unsupervised deep learning image registration. Image Processing Bob D. de Vos, Bas H. M. van der Velden, Jörg Sander, Kenneth G. A. Gilhuijs, Marius Staring, Ivana Isgum
2020	J	`jnl`	Unsupervised Super-Resolution: Creating High-Resolution Medical Images from Low-Resolution Anisotropic Examples. CoRR Jörg Sander, Bob D. de Vos, Ivana Isgum
2019	J	`jnl`	3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations. CoRR Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Mohsen Ghafoorian, Sahar Yousefi, Boudewijn P. F. Lelieveldt, Ivana Isgum, Marius Staring
2019	J	`jnl`	A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography. IEEE Trans. Medical Imaging Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2019	J	`jnl`	A deep learning framework for unsupervised affine and deformable image registration. Medical Image Anal. Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum
2019	—	`conf`	Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy. MICCAI (6) Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Isgum, Marius Staring
2019	J	`jnl`	Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy. CoRR Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Isgum, Marius Staring
2019	J	`jnl`	Automatic Online Quality Control of Synthetic CTs. CoRR Louis D. van Harten, Jelmer M. Wolterink, Joost J. C. Verhoeff, Ivana Isgum
2019	—	`conf`	Automatic Segmentation of Organs at Risk in Thoracic CT scans by Combining 2D and 3D Convolutional Neural Networks. SegTHOR@ISBI Louis D. van Harten, Julia M. H. Noothout, Joost J. C. Verhoeff, Jelmer M. Wolterink, Ivana Isgum
2019	J	`jnl`	Automatic brain tissue segmentation in fetal MRI using convolutional neural networks. CoRR Nadieh Khalili, Nikolas Leßmann, Elise Turk, Nathalie H. P. Claessens, R. de Heus, T. Kolk, Max A. Viergever, Manon J. N. L. Benders, Ivana Isgum
2019	J	`jnl`	Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis. CoRR Majd Zreik, Tim Leiner, Nadieh Khalili, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Isgum
2019	—	`conf`	Convolutional Neural Network-Based Regression for Quantification of Brain Characteristics Using MRI. WorldCIST (2) João Fernandes, Victor Alves, Nadieh Khalili, Manon J. N. L. Benders, Ivana Isgum, Josien P. W. Pluim, Pim Moeskops
2019	J	`jnl`	Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier. Medical Image Anal. Jelmer M. Wolterink, Robbert W. van Hamersvelt, Max A. Viergever, Tim Leiner, Ivana Isgum
2019	J	`jnl`	Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis. CoRR Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2019	J	`jnl`	Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. CoRR Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
2019	J	`jnl`	Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. IEEE Trans. Medical Imaging Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum
2019	B	`conf`	Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning. Image Processing Sanne G. M. van Velzen, Majd Zreik, Nikolas Leßmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Isgum
2019	J	`jnl`	Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning. CoRR Louis D. van Harten, Jelmer M. Wolterink, Joost J. C. Verhoeff, Ivana Isgum
2019	—	`conf`	Generative Adversarial Network for Segmentation of Motion Affected Neonatal Brain MRI. MICCAI (3) Nadieh Khalili, Elise Turk, Majd Zreik, Max A. Viergever, Manon J. N. L. Benders, Ivana Isgum
2019	J	`jnl`	Generative adversarial network for segmentation of motion affected neonatal brain MRI. CoRR Nadieh Khalili, Elise Turk, Majd Zreik, Max A. Viergever, Manon J. N. L. Benders, Ivana Isgum
2019	—	`conf`	Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography. GLMI@MICCAI Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2019	J	`jnl`	Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography. CoRR Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2019	B	`conf`	Improving myocardium segmentation in cardiac CT angiography using spectral information. Image Processing Steffen Bruns, Jelmer M. Wolterink, Robbert W. van Hamersvelt, Majd Zreik, Tim Leiner, Ivana Isgum
2019	J	`jnl`	Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. Medical Image Anal. Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum
2019	—	`conf`	Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing. Computer-Aided Diagnosis Bas H. M. van der Velden, Bob D. de Vos, Claudette E. Loo, Hugo J. Kuijf, Ivana Isgum, Kenneth G. A. Gilhuijs
2019	B	`conf`	Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. Image Processing Jörg Sander, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
2018	J	`jnl`	A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. CoRR Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring, Ivana Isgum
2018	J	`jnl`	Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions. IEEE Trans. Medical Imaging Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
2018	J	`jnl`	Automatic Detection and Characterization of Coronary Artery Plaque and Stenosis using a Recurrent Convolutional Neural Network in Coronary CT Angiography. CoRR Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2018	J	`jnl`	Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT. CoRR Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
2018	B	`conf`	Automatic segmentation of thoracic aorta segments in low-dose chest CT. Image Processing Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
2018	J	`jnl`	Blood Vessel Geometry Synthesis using Generative Adversarial Networks. CoRR Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2018	J	`jnl`	CNN-based Landmark Detection in Cardiac CTA Scans. CoRR Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Ivana Isgum
2018	J	`jnl`	Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation Classifier. CoRR Jelmer M. Wolterink, Robbert W. van Hamersvelt, Max A. Viergever, Tim Leiner, Ivana Isgum
2018	J	`jnl`	Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
2018	J	`jnl`	Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis. Medical Image Anal. Majd Zreik, Nikolas Leßmann, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2018	J	`jnl`	Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning. CoRR Sanne G. M. van Velzen, Majd Zreik, Nikolas Leßmann, Max A. Viergever, Pim A. de Jong, Helena M. Verkooijen, Ivana Isgum
2018	J	`jnl`	Generative adversarial networks and adversarial methods in biomedical image analysis. CoRR Jelmer M. Wolterink, Konstantinos Kamnitsas, Christian Ledig, Ivana Isgum
2018	J	`jnl`	Improving Myocardium Segmentation in Cardiac CT Angiography using Spectral Information. CoRR Steffen Bruns, Jelmer M. Wolterink, Robbert W. van Hamersvelt, Majd Zreik, Tim Leiner, Ivana Isgum
2018	B	`conf`	Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images. Image Processing Nikolas Leßmann, Bram van Ginneken, Ivana Isgum
2018	J	`jnl`	Iterative fully convolutional neural networks for automatic vertebra segmentation. CoRR Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Isgum
2018	J	`jnl`	Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing. CoRR Bas H. M. van der Velden, Bob D. de Vos, Claudette E. Loo, Hugo J. Kuijf, Ivana Isgum, Kenneth G. A. Gilhuijs
2018	J	`jnl`	Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI. CoRR Jörg Sander, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum
2017	—	`conf`	Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images. STACOM@MICCAI Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images. CoRR Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	—	`conf`	Automatic Segmentation of the Intracranial Volume in Fetal MR Images. FIFI/OMIA@MICCAI Nadieh Khalili, Pim Moeskops, Nathalie H. P. Claessens, S. Scherpenzeel, Elise Turk, R. de Heus, Manon J. N. L. Benders, Max A. Viergever, Josien P. W. Pluim, Ivana Isgum
2017	J	`jnl`	Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. CoRR Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions. CoRR Nikolas Leßmann, Bram van Ginneken, Majd Zreik, Pim A. de Jong, Bob D. de Vos, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	Automatic segmentation of MR brain images with a convolutional neural network. CoRR Pim Moeskops, Max A. Viergever, Adriënne M. Mendrik, Linda S. de Vries, Manon J. N. L. Benders, Ivana Isgum
2017	J	`jnl`	Automatic segmentation of the intracranialvolume in fetal MR images. CoRR Nadieh Khalili, Pim Moeskops, Nathalie H. P. Claessens, S. Scherpenzeel, Elise Turk, R. de Heus, Manon J. N. L. Benders, Max A. Viergever, Josien P. W. Pluim, Ivana Isgum
2017	B	`conf`	Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network. Image Processing Jurica Sprem, Bob D. de Vos, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images. IEEE Trans. Medical Imaging Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	ConvNet-Based Localization of Anatomical Structures in 3D Medical Images. CoRR Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities. CoRR Pim Moeskops, Jelmer M. Wolterink, Bas H. M. van der Velden, Kenneth G. A. Gilhuijs, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	—	`conf`	Deep MR to CT Synthesis Using Unpaired Data. SASHIMI@MICCAI Jelmer M. Wolterink, Anna M. Dinkla, Mark H. F. Savenije, Peter R. Seevinck, Cornelis A. T. van den Berg, Ivana Isgum
2017	J	`jnl`	Deep MR to CT Synthesis using Unpaired Data. CoRR Jelmer M. Wolterink, Anna M. Dinkla, Mark H. F. Savenije, Peter R. Seevinck, Cornelis A. T. van den Berg, Ivana Isgum
2017	J	`jnl`	Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis. CoRR Majd Zreik, Nikolas Leßmann, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum
2017	J	`jnl`	Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease. CoRR Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	J	`jnl`	Direct and Real-Time Cardiovascular Risk Prediction. CoRR Bob D. de Vos, Nikolas Leßmann, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2017	—	`conf`	End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network. DLMIA/ML-CDS@MICCAI Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Isgum
2017	J	`jnl`	End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network. CoRR Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Isgum
2017	J	`jnl`	Generative Adversarial Networks for Noise Reduction in Low-Dose CT. IEEE Trans. Medical Imaging Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2017	—	`conf`	Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks. MICCAI (1) Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Boudewijn P. F. Lelieveldt, Ivana Isgum, Marius Staring
2016	B	`conf`	2D image classification for 3D anatomy localization: employing deep convolutional neural networks. Image Processing Bob D. de Vos, Jelmer M. Wolterink, Pim A. de Jong, Max A. Viergever, Ivana Isgum
2016	J	`jnl`	Automatic Segmentation of MR Brain Images With a Convolutional Neural Network. IEEE Trans. Medical Imaging Pim Moeskops, Max A. Viergever, Adriënne M. Mendrik, Linda S. de Vries, Manon J. N. L. Benders, Ivana Isgum
2016	—	`conf`	Automatic Slice Identification in 3D Medical Images with a ConvNet Regressor. LABELS/DLMIA@MICCAI Bob D. de Vos, Max A. Viergever, Pim A. de Jong, Ivana Isgum
2016	J	`jnl`	Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks. Medical Image Anal. Jelmer M. Wolterink, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
2016	B	`conf`	Automatic detection of cardiovascular risk in CT attenuation correction maps in Rb-82 PET/CTs. Image Processing Ivana Isgum, Bob D. de Vos, Jelmer M. Wolterink, Damini Dey, Daniel S. Berman, Mathieu Rubeaux, Tim Leiner, Piotr J. Slomka
2016	—	`conf`	Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks. ISBI Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
2016	—	`conf`	Deep Learning for Multi-task Medical Image Segmentation in Multiple Modalities. MICCAI (2) Pim Moeskops, Jelmer M. Wolterink, Bas H. M. van der Velden, Kenneth G. A. Gilhuijs, Tim Leiner, Max A. Viergever, Ivana Isgum
2016	—	`conf`	Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. Computer-Aided Diagnosis Nikolas Leßmann, Ivana Isgum, Arnaud A. A. Setio, Bob D. de Vos, Francesco Ciompi, Pim A. de Jong, Matthijs Oudkerk, W. P. Th. M. Mali, Max A. Viergever, Bram van Ginneken
2016	—	`conf`	Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease. RAMBO+HVSMR@MICCAI Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2016	B	`conf`	Genome-wide association study of coronary and aortic calcification in lung cancer screening CT. Image Processing Bob D. de Vos, Jessica van Setten, Pim A. de Jong, Willem Mali, Matthijs Oudkerk, Max A. Viergever, Ivana Isgum
2016	J	`jnl`	Relation between clinical risk factors, early cortical changes, and neurodevelopmental outcome in preterm infants. NeuroImage Karina J. Kersbergen, François Leroy, Ivana Isgum, Floris Groenendaal, Linda S. de Vries, Nathalie H. P. Claessens, Ingrid C. van Haastert, Pim Moeskops, Clara Fischer, Jean-François Mangin, Max A. Viergever, Jessica Dubois, Manon J. N. L. Benders
2015	—	`conf`	Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks. MICCAI (1) Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum
2015	J	`jnl`	Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity Detection. IEEE Trans. Medical Imaging Jelmer M. Wolterink, Tim Leiner, Richard A. P. Takx, Max A. Viergever, Ivana Isgum
2015	—	`conf`	Automatic machine learning based prediction of cardiovascular events in lung cancer screening data. Computer-Aided Diagnosis Bob D. de Vos, Pim A. de Jong, Jelmer M. Wolterink, Rozemarijn Vliegenthart, Geoffrey V. F. Wielingen, Max A. Viergever, Ivana Isgum
2015	J	`jnl`	Automatic segmentation of MR brain images of preterm infants using supervised classification. NeuroImage Pim Moeskops, Manon J. N. L. Benders, Sabina M. Chita, Karina J. Kersbergen, Floris Groenendaal, Linda S. de Vries, Max A. Viergever, Ivana Isgum
2015	B	`conf`	Evaluation of an automatic brain segmentation method developed for neonates on adult MR brain images. Image Processing Pim Moeskops, Max A. Viergever, Manon J. N. L. Benders, Ivana Isgum
2015	J	`jnl`	Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge. Medical Image Anal. Ivana Isgum, Manon J. N. L. Benders, Brian B. Avants, Manuel Jorge Cardoso, Serena J. Counsell, Elda Fischi Gomez, Laura Gui, Petra S. Hüppi, Karina J. Kersbergen, Antonios Makropoulos, Andrew Melbourne, Pim Moeskops, Christian P. Mol, Maria Kuklisova-Murgasova, Daniel Rueckert, Julia A. Schnabel, Vedran Srhoj-Egekher, Jue Wu, Siying Wang, Linda S. de Vries, Max A. Viergever
2014	—	`conf`	An automatic machine learning system for coronary calcium scoring in clinical non-contrast enhanced, ECG-triggered cardiac CT. Computer-Aided Diagnosis Jelmer M. Wolterink, Tim Leiner, Richard A. P. Takx, Max A. Viergever, Ivana Isgum
2013	—	`conf`	Assessment of quantitative cortical biomarkers in the developing brain of preterm infants. Computer-Aided Diagnosis Pim Moeskops, Manon J. N. L. Benders, Paul C. Pearlman, Karina J. Kersbergen, Alexander Leemans, Max A. Viergever, Ivana Isgum
2013	B	`conf`	Automatic neonatal brain tissue segmentation with MRI. Image Processing Vedran Srhoj-Egekher, Manon J. N. L. Benders, Max A. Viergever, Ivana Isgum
2013	B	`conf`	Automatic segmentation of the preterm neonatal brain with MRI using supervised classification. Image Processing Sabina M. Chita, Manon J. N. L. Benders, Pim Moeskops, Karina J. Kersbergen, Max A. Viergever, Ivana Isgum
2013	B	`conf`	Combined pixel classification and atlas-based segmentation of the ventricular system in brain CT Images. Image Processing Pieter C. Vos, Ivana Isgum, J. Matthijs Biesbroek, Birgitta K. Velthuis, Max A. Viergever
2013	—	`conf`	Implicit surface registration with surface-oriented anisotropic deformation field smoothing. ISBI Paul C. Pearlman, Ivana Isgum, Karina J. Kersbergen, Manon J. N. L. Benders, Max A. Viergever, Josien P. W. Pluim
2012	J	`jnl`	Automatic Coronary Calcium Scoring in Low-Dose Chest Computed Tomography. IEEE Trans. Medical Imaging Ivana Isgum, Mathias Prokop, Meindert Niemeijer, Max A. Viergever, Bram van Ginneken
2012	J	`jnl`	Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans. Medical Image Anal. Clara I. Sánchez, Meindert Niemeijer, Ivana Isgum, Alina V. Dumitrescu, Maria S. A. Suttorp-Schulten, Michael D. Abràmoff, Bram van Ginneken
2012	—	`conf`	Elastic Demons: Characterizing Cortical Development in Neonates Using an Implicit Surface Registration. STIA Paul C. Pearlman, Ivana Isgum, Karina J. Kersbergen, Manon J. N. L. Benders, Max A. Viergever, Josien P. W. Pluim
2010	J	`jnl`	Adaptive local multi-atlas segmentation: Application to the heart and the caudate nucleus. Medical Image Anal. Eva M. van Rikxoort, Ivana Isgum, Yulia Arzhaeva, Marius Staring, Stefan Klein, Max A. Viergever, Josien P. W. Pluim, Bram van Ginneken
2010	—	`conf`	Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans. Computer-Aided Diagnosis Ivana Isgum, Mathias Prokop, Peter C. Jacobs, Martijn J. Gondrie, Willem P. Th. M. Mali, Max A. Viergever, Bram van Ginneken
2009	J	`jnl`	Multi-Atlas-Based Segmentation With Local Decision Fusion - Application to Cardiac and Aortic Segmentation in CT Scans. IEEE Trans. Medical Imaging Ivana Isgum, Marius Staring, Annemarieke Rutten, Mathias Prokop, Max A. Viergever, Bram van Ginneken
2008	B	`conf`	Adaptive local multi-atlas segmentation: application to heart segmentation in chest CT scans. Image Processing Eva M. van Rikxoort, Ivana Isgum, Marius Staring, Stefan Klein, Bram van Ginneken
2007	—	`—`	Computer-aided detection and quantification of arterial calcifications with CT. Ivana Isgum
2004	—	`conf`	A Pattern Recognition Approach to Automated Coronary Calcium Scoring. ICPR (3) Ivana Isgum, Bram van Ginneken, Mathias Prokop
2003	—	`conf`	Automatic detection of calcifications in the aorta from abdominal CT scans. CARS Ivana Isgum, Bram van Ginneken, Max A. Viergever