Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI.

[BibT_eX]

[DOI]

Nikolay Iakovlev

Florian Schiffers

Aggelos K. Katsaggelos

Daniel Kim

IEEE Trans. Biomed. Eng., January, 2025

Inter-AI Agreement in Measuring Cine MRI-Derived Cardiac Function and Motion Patterns: A Pilot Study.

[BibT_eX]

[DOI]

J. Imaging Inform. Medicine, 2025

2024

Robust and fast stochastic 4D flow vector-field signature technique for quantifying composite flow dynamics from 4D flow MRI: Application to left atrial flow in atrial fibrillation.

[BibT_eX]

[DOI]

Medical Image Anal., February, 2024

CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Automatic 4D Flow MRI Segmentation Using the Standardized Difference of Means Velocity.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2023

A deep learning approach to using wearable seismocardiography (SCG) for diagnosing aortic valve stenosis and predicting aortic hemodynamics obtained by 4D flow MRI.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Modeling Bias Error in 4D Flow MRI Velocity Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

MRI-MECH: Mechanics-informed MRI to estimate esophageal health.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Divergence-Free Constrained Phase Unwrapping and Denoising for 4D Flow MRI Using Weighted Least-Squares.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Stochastic 4D Flow Vector-Field Signatures: A New Approach for Comprehensive 4D Flow MRI Quantification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

4D Flow MRI Pressure Estimation Using Velocity Measurement-Error-Based Weighted Least-Squares.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

2019

Visual analysis of regional myocardial motion anomalies in longitudinal studies.

[BibT_eX]

[DOI]

Comput. Graph., 2019

A Visual Analytics Tool for Cohorts in Motion Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Symposium on Vision, Modeling, and Visualization, 2019

2018

Visual Analysis of Regional Anomalies in Myocardial Motion.

[BibT_eX]

[DOI]

Proceedings of the 8th Eurographics Workshop on Visual Computing for Biology and Medicine, 2018

2016

Spatio-temporal Visualization of Regional Myocardial Velocities.

[BibT_eX]

[DOI]

Proceedings of the 6th Eurographics Workshop on Visual Computing for Biology and Medicine, 2016

Contour tracking and probabilistic segmentation of tissue phase mapping MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015

3D superquadric glyphs for visualizing myocardial motion.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Scientific Visualization Conference, 2015

2013

Visual Analysis of Cardiac 4D MRI Blood Flow Using Line Predicates.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2013

Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Detection of Vortical Structures in 4D Velocity Encoded Phase Contrast MRI Data Using Vector Template Matching.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Illustrative visualization of cardiac and aortic blood flow from 4D MRI data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Pacific Visualization Symposium, 2013

2012

A finite-element approach to the direct computation of relative cardiovascular pressure from time-resolved MR velocity data.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

Visual 4D MRI blood flow analysis with line predicates.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Pacific Visualization Symposium, 2012

2011

Probabilistic 4D blood flow tracking and uncertainty estimation.

[BibT_eX]

[DOI]

Medical Image Anal., 2011

Fast interactive exploration of 4D MRI flow data.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Visualization, 2011

Towards patient-individual blood flow simulations based on PC-MRI measurements.

[BibT_eX]

[DOI]

Sebastian Meier

Anja Hennemuth

Nikola Plamenov Tchipev

Andreas Harloff

Michael Markl

Tobias Preusser

Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

Bildbasierte Korrektur von Phasensprüngen in 4D PC-MRI Flussdaten.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

Vergleich zwischen 7 Tesla 4D PC-MRI-Flussmessung und CFD-Simulation.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

2010

Probabilistic 4D Blood Flow Mapping.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Visual classification of complicated plaques based on multidimensional image fusion.

[BibT_eX]

[DOI]

Dominik von Elverfeldt

Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

1996

Messung von Herzwandbewegung mit MR-Interferographie.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1996

Michael Markl

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