Matthias Schwab

22 papers Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Learning Framework for Automated MRI Planimetry in Multiple Sclerosis.
Int. J. Biomed. Imaging
Stephanie Mangesius, Daniela Schiefeneder, Matthias Schwab, Markus Tiefenthaler, Florian Deisenhammer, Markus Haltmeier, Elke Ruth Gizewski
2025 — conf
Cine-CLIP: Reducing Cine-MRI Dimensionality with Temporal Variability for Left Ventricular Ejection Fraction Estimation.
PRIME@MICCAI
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
2025 J jnl
Deep Learning Pipeline for Fully Automated Myocardial Infarct Segmentation from Clinical Cardiac MR Scans.
CoRR
Matthias Schwab, Mathias Pamminger, Christian Kremser, Agnes Mayr
2025 — conf
Disagreement-Driven Uncertainty Quantification in Late Gadolinium Enhancement Cardiac MRI.
UNSURE@MICCAI
Matthias Schwab, Markus Haltmeier, Agnes Mayr
2025 J jnl
Error Estimates for Weakly Convex Frame-Based Regularization Including Learned Filters.
SIAM J. Imaging Sci.
Andrea Ebner, Matthias Schwab, Markus Haltmeier
2025 J jnl
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance images.
Medical Image Anal.
Matthias Schwab, Mathias Pamminger, Christian Kremser, Daniel Obmann, Markus Haltmeier, Agnes Mayr
2025 J jnl
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge.
CoRR
Muhammad Imran, Jonathan R. Krebs, Vishal Balaji Sivaraman, Teng Zhang, Amarjeet Kumar, Walker R. Ueland, Michael J. Fassler, Jinlong Huang, Xiao Sun, Lisheng Wang, Pengcheng Shi, Maximilian Rokuss, Michael Baumgartner, Yannick Kirchhoff, Klaus H. Maier-Hein, Fabian Isensee, Shuolin Liu, Bing Han, Bong Thanh Nguyen, Dong-jin Shin, Park Ji-Woo, Mathew Choi, Kwang-Hyun Uhm, Sung-Jea Ko, Chanwoong Lee, Jaehee Chun, Jin Sung Kim, Minghui Zhang, Hanxiao Zhang, Xin You, Yun Gu, Zhaohong Pan, Xuan Liu, XiaoKun Liang, Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Mikhail Kotyushev, Rostislav Epifanov, Marek Wodzinski, Henning Müller, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Zhiwei Wang, Kaixiang Yang, Jintao Ren, Stine Sofia Korreman, Yuchong Gao, Hongye Zeng, Haoyu Zheng, Rui Zheng, Jinghua Yue, Fugen Zhou, Bo Liu, Alexander Cosman, Muxuan Liang, Chang Zhao, Gilbert R. Upchurch Jr., Jun Ma, Yuyin Zhou, Michol A. Cooper, Wei Shao
2024 — conf
Combining Region-Based and Topological Losses in the nnU-Net Framework for Advanced Aorta Segmentation.
AortaSeg@MICCAI
Markus Tiefenthaler, Enrique Almar-Munoz, Matthias Schwab, Elke Ruth Gizewski, Lukas Neumann, Stephanie Mangesius
2024 — conf
Deep Gaussian Mixture Model for Unsupervised Image Segmentation.
LOD (2)
Matthias Schwab, Agnes Mayr, Markus Haltmeier
2024 J jnl
Deep Gaussian mixture model for unsupervised image segmentation.
CoRR
Matthias Schwab, Agnes Mayr, Markus Haltmeier
2024 J jnl
Error Estimates for Data-driven Weakly Convex Frame-based Image Regularization.
CoRR
Andrea Ebner, Matthias Schwab, Markus Haltmeier
2024 J jnl
Higher effect sizes for the detection of accelerated brain volume loss and disability progression in multiple sclerosis using deep-learning.
Comput. Biol. Medicine
Roland Opfer, Tjalf Ziemssen, Julia Krüger, Thomas Buddenkotte, Lothar Spies, Carola Gocke, Matthias Schwab, Ralph Buchert
2023 J jnl
Correction: Unsupervised single-shot depth estimation using perceptual reconstruction.
Mach. Vis. Appl.
Christoph Angermann, Matthias Schwab, Markus Haltmeier, Christian Laubichler, Steinbjörn Jónsson
2023 J jnl
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance images.
CoRR
Matthias Schwab, Mathias Pamminger, Christian Kremser, Daniel Obmann, Markus Haltmeier, Agnes Mayr
2023 J jnl
Surface topography characterization using a simple optical device and artificial neural networks.
Eng. Appl. Artif. Intell.
Christoph Angermann, Markus Haltmeier, Christian Laubichler, Steinbjörn Jónsson, Matthias Schwab, Adéla Moravová, Constantin Kiesling, Martin Kober, Wolfgang Fimml
2023 J jnl
Unsupervised single-shot depth estimation using perceptual reconstruction.
Mach. Vis. Appl.
Christoph Angermann, Matthias Schwab, Markus Haltmeier, Christian Laubichler, Steinbjörn Jónsson
2022 J jnl
Unsupervised Single-shot Depth Estimation using Perceptual Reconstruction.
CoRR
Christoph Angermann, Matthias Schwab, Markus Haltmeier, Christian Laubichler, Steinbjörn Jónsson
2018 J jnl
Premature brain aging in humans exposed to maternal nutrient restriction during early gestation.
NeuroImage
Katja Franke, Christian Gaser, Tessa J. Roseboom, Matthias Schwab, Susanne R. de Rooij
2016 — conf
MRI based biomarker for brain aging in rodents and non-human primates.
PRNI
Katja Franke, Robert Dahnke, Geoffrey Clarke, Anderson Kuo, Cun Li, Peter Nathanielsz, Matthias Schwab, Christian Gaser
2006 — conf
Time-Variant Analysis of Nonlinear Stability and Bispectral Measures to Quantify the Development of Fetal Sleep States.
EMBC
Karin Schwab, Tobias Groh, Matthias Schwab, Herbert Witte
2000 J jnl
Making scientific computations reproducible.
Comput. Sci. Eng.
Matthias Schwab, N. Karrenbach, Jon F. Claerbout
1998 J jnl
Algebraic Java classes for numerical optimization.
Concurr. Pract. Exp.
Matthias Schwab, Joel Schroeder