Agnes Mayr

According to our database, Agnes Mayr authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Deep Learning Pipeline for Fully Automated Myocardial Infarct Segmentation from Clinical Cardiac MR Scans.

Matthias Schwab, Mathias Pamminger, Christian Kremser, Agnes Mayr

CoRR, February, 2025

Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance images.

Matthias Schwab, Mathias Pamminger, Christian Kremser, Daniel Obmann, Markus Haltmeier, Agnes Mayr

Medical Image Anal., 2025

Uncertainty-Guided Active Learning for Access Route Segmentation and Planning in Transcatheter Aortic Valve Implantation.

Mahdi Islam, Musarrat Tabassum, Agnes Mayr, Christian Kremser, Markus Haltmeier, Enrique Almar-Munoz

J. Imaging, 2025

Disagreement-Driven Uncertainty Quantification in Late Gadolinium Enhancement Cardiac MRI.

Matthias Schwab, Markus Haltmeier, Agnes Mayr

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2025

Cine-CLIP: Reducing Cine-MRI Dimensionality with Temporal Variability for Left Ventricular Ejection Fraction Estimation.

Enrique Almar-Munoz, Marawan Elbatel, Cristian Izquierdo, Illia Stepin, Machteld J. Boonstra, Xiaomeng Li, Christian Kremser, Matthias Schwab, Steffen E. Petersen, Markus Haltmeier, Agnes Mayr, Karim Lekadir

Proceedings of the Predictive Intelligence in Medicine - 8th International Workshop, 2025

2024

Deep Gaussian Mixture Model for Unsupervised Image Segmentation.

Matthias Schwab, Agnes Mayr, Markus Haltmeier

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

Multi-loss 3D Segmentation for Enhanced Bi-atrial Segmentation.

Enrique Almar-Munoz, Markus Tiefenthaler, Nohemí Sofia León Contreras, Adria Aguilar-Minguez, Christian Kremser, Markus Haltmeier, Agnes Mayr

Proceedings of the Statistical Atlases and Computational Models of the Heart. Workshop, 2024

Beyond the Standards: Fully-Automated Aortic Annulus Segmentation on Contrast-Free Magnetic Resonance Imaging Using a Computational Aorta Unwrapping Method.

Enrique Almar-Munoz, Mathias Pamminger, Christian Kremser, Markus Haltmeier, Agnes Mayr

Proceedings of the Statistical Atlases and Computational Models of the Heart. Workshop, 2024

2019

Measuring bone defects for acetabular revision surgery for choosing an appropriate reconstruction strategy: A concept study on plastic models.

Lukas Dankl, Agnes Mayr, Gerhard Kaufmann, Martin Thaler, Michael Nogler, David Putzer

Comput. Biol. Medicine, 2019