Ivana Išgum - Concepedia

Author

Ivana Išgum

University Medical Center Utrecht ORCID

Also Known As

Henk A Marquering, I Isgum, I Išgum, I. Isgum, I. Išgum, Isgum, I., Isgum, Ivana, Ivana Igum, Ivana Isgum, Ivana Iŝgum

340

Publications

16.4K

Citations

H-Index

137

Concepts

All Affiliations

University Medical Center Utrecht Utrecht University Amsterdam University Medical Centers Radboud University Nijmegen University of Amsterdam

About

Ivana Išgum is an author at University Medical Center Utrecht specializing in medical imaging, radiology, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	37	6.7K
2	Health Sciences	22	29	5.1K
3	Medicine	22	36	2.8K
4	Education	3	3	380
5	Natural Sciences	3	3	404

Ivana Išgum

138

Publications

12.2K

Citations

H-Index

Page 1

	Year	Citations
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? Olivier Bernard, Alain Lalande, Clément Zotti, IEEE Transactions on Medical Imaging Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningDiagnostic Imaging	2018	2.1K
Generative Adversarial Networks for Noise Reduction in Low-Dose CT Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, IEEE Transactions on Medical Imaging Computed TomographyMedical Image SegmentationImage AnalysisMachine LearningMedical Imaging	2017	1K
A deep learning framework for unsupervised affine and deformable image registration Bob D. de Vos, Floris F. Berendsen, Max A. Viergever, Medical Image Analysis Image AnalysisMachine LearningMachine VisionDeformable Image RegistrationDeep Learning Framework	2018	806
Multi-Atlas-Based Segmentation With Local Decision Fusion—Application to Cardiac and Aortic Segmentation in CT Scans Ivana Išgum, Marius Staring, Annemarieke Rutten, IEEE Transactions on Medical Imaging EngineeringCt ScansMulti-image FusionImage AnalysisPattern Recognition	2009	359
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks Jelmer M. Wolterink, Tim Leiner, Bob D. de Vos, Medical Image Analysis Convolutional Neural NetworkImage AnalysisMachine LearningMedical ImagingCardiac Ct Angiography	2016	307
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions Bram van Ginneken, Majd Zreik, Pim A. de Jong, IEEE Transactions on Medical Imaging	2017	250
Iterative fully convolutional neural networks for automatic vertebra segmentation and identification Bram van Ginneken, Pim A. de Jong, Ivana Išgum Medical Image Analysis Convolutional Neural NetworkImage AnalysisEngineeringMedical ImagingDiagnostic Imaging	2019	249
Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols Sanne G. M. van Velzen, Birgitta K. Velthuis, Ingrid E.M. Bank, Radiology	2020	222
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Medical Image Analysis Coronary Ct AngiographyMachine LearningData ScienceMedical ImagingCardiovascular Disease	2017	208
Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier Jelmer M. Wolterink, Robbert W. van Hamersvelt, Max A. Viergever, Medical Image Analysis Image AnalysisEngineeringMedical ImagingCardiac Ct AngiographyPattern Recognition	2018	201

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