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Ivana Išgum

Radboud University Nijmegen NL

ORCID 0000-0003-1869-5034
343
Publications
16,703
Citations
64
H-Index
170
i10-Index
4.04
2yr Mean Cite
-
Cite/Paper
Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar
Verify on Google Scholar

Publication & Citation Trends

Most Cited Works

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? OA
Olivier Bernard, Alain Lalande, Clément Zotti, Frederick Cervenansky, Xin Yang +32 more
IEEE Transactions on Medical Imaging 2018
2,150
Generative Adversarial Networks for Noise Reduction in Low-Dose CT
Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Išgum
IEEE Transactions on Medical Imaging 2017
1,033
A deep learning framework for unsupervised affine and deformable image registration OA
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring +1 more
Medical Image Analysis 2018
814
Deep MR to CT Synthesis Using Unpaired Data OA
Jelmer M. Wolterink, Anna M. Dinkla, M.H.F. Savenije, Peter R. Seevinck, Cornelis A. T. van den Berg +1 more
Lecture notes in computer science 2017
577
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network OA
Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Išgum
Lecture notes in computer science 2017
464

Publications

343 total

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

Sanne G. M. van Velzen, Nikolas Leßmann, Birgitta K. Velthuis, Ingrid E.M. Bank, H.J.G.D. van den Bongard et al. - Radiology, 2020
Cited by 230 OpenAlex

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

Geert Litjens, Francesco Ciompi, Jelmer M. Wolterink, Bob D. de Vos, Tim Leiner et al. - JACC. Cardiovascular imaging, 2019
Cited by 372 OpenAlex

Machine learning in cardiovascular magnetic resonance: basic concepts and applications PDF

Tim Leiner, Daniel Rueckert, Avan Suinesiaputra, Bettina Baeßler, Reza Nezafat et al. - Journal of Cardiovascular Magnetic Resonance, 2019
Cited by 273 OpenAlex

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification PDF

Nikolas Leßmann, Bram van Ginneken, Pim A. de Jong, Ivana Išgum - Medical Image Analysis, 2019
Cited by 255 OpenAlex

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? PDF

Olivier Bernard, Alain Lalande, Clément Zotti, Frederick Cervenansky, Xin Yang et al. - IEEE Transactions on Medical Imaging, 2018
Cited by 2,150 OpenAlex

A deep learning framework for unsupervised affine and deformable image registration PDF

Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Hessam Sokooti, Marius Staring et al. - Medical Image Analysis, 2018
Cited by 814 OpenAlex

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Išgum - IEEE Transactions on Medical Imaging, 2017
Cited by 1,033 OpenAlex

Deep MR to CT Synthesis Using Unpaired Data PDF

Jelmer M. Wolterink, Anna M. Dinkla, M.H.F. Savenije, Peter R. Seevinck, Cornelis A. T. van den Berg et al. - Lecture notes in computer science, 2017
Cited by 577 OpenAlex

End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network PDF

Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Marius Staring, Ivana Išgum - Lecture notes in computer science, 2017
Cited by 464 OpenAlex

Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks PDF

Hessam Sokooti, Bob D. de Vos, Floris F. Berendsen, Boudewijn P. F. Lelieveldt, Ivana Išgum et al. - Lecture notes in computer science, 2017
Cited by 351 OpenAlex

Research Topics

Cardiac Imaging and Diagnostics (139) Advanced X-ray and CT Imaging (85) Medical Imaging Techniques and Applications (74) Radiomics and Machine Learning in Medical Imaging (46) Neonatal and fetal brain pathology (41)

Frequent Co-Authors

MA
Max A. Viergever
9 joint publications
JE
Jelmer M. Wolterink
7 joint publications
TI
Tim Leiner
7 joint publications
BO
Bob D. de Vos
6 joint publications
MA
Marius Staring
4 joint publications
NI
Nikolas Leßmann
4 joint publications

Affiliations

Goethe University Frankfurt
DE 2021 - 2021
Amsterdam University College
NL 2025 - 2025
Mayo Clinic
US 2025 - 2025
University Medical Center Groningen
NL 2015 - 2015
Centrum Wiskunde & Informatica
NL 2022 - 2022

External Profiles

OpenAlex Profile Search Semantic Scholar ORCID Profile Google Scholar

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