Mark Mühlau

24 papers Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A lightweight generative model for interpretable subject-level prediction.
Medical Image Anal.
Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput
2025 J jnl
Optimizing Rank for High-Fidelity Implicit Neural Representations.
CoRR
Julian McGinnis, Florian A. Hölzl, Suprosanna Shit, Florentin Bieder, Paul Friedrich, Mark Mühlau, Bjoern H. Menze, Daniel Rueckert, Benedikt Wiestler
2025 J jnl
Towards quantitative intensity analysis of conventional T1-weighted images in multiple sclerosis.
NeuroImage
Tun Wiltgen, Julian McGinnis, Ronja C. Berg, Cui Ci Voon, Oula Puonti, Katrin Giglhuber, Carl Ganter, Claus Zimmer, Bernhard Hemmer, Benedikt Wiestler, Jan Kirschke, Christine Preibisch, Mark Mühlau
2024 — conf
Modeling the acquisition shift between axial and sagittal MRI for diffusion superresolution to enable axial spine segmentation.
MIDL
Robert Graf, Hendrik Kristian Möller, Julian McGinnis, Sebastian Rühling, Maren Weihrauch, Matan Atad, Suprosanna Shit, Bjoern H. Menze, Mark Mühlau, Johannes C. Paetzold, Daniel Rueckert, Jan Kirschke
2023 J jnl
A Lightweight Causal Model for Interpretable Subject-level Prediction.
CoRR
Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput
2023 J jnl
Multi-contrast MRI Super-resolution via Implicit Neural Representations.
CoRR
Julian McGinnis, Suprosanna Shit, Hongwei Bran Li, Vasiliki Sideri-Lampretsa, Robert Graf, Maik Dannecker, Jiazhen Pan, Nil Stolt Ansó, Mark Mühlau, Jan S. Kirschke, Daniel Rueckert, Benedikt Wiestler
2023 — conf
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images.
MICCAI (8)
Chinmay Prabhakar, Hongwei Bran Li, Johannes C. Paetzold, Timo Loehr, Chen Niu, Mark Mühlau, Daniel Rueckert, Benedikt Wiestler, Bjoern H. Menze
2023 J jnl
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images.
CoRR
Chinmay Prabhakar, Hongwei Bran Li, Johannes C. Paetzold, Timo Loehr, Chen Niu, Mark Mühlau, Daniel Rueckert, Benedikt Wiestler, Bjoern H. Menze
2023 — conf
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations.
MICCAI (8)
Julian McGinnis, Suprosanna Shit, Hongwei Bran Li, Vasiliki Sideri-Lampretsa, Robert Graf, Maik Dannecker, Jiazhen Pan, Nil Stolt Ansó, Mark Mühlau, Jan S. Kirschke, Daniel Rueckert, Benedikt Wiestler
2022 — conf
Accurate and Explainable Image-Based Prediction Using a Lightweight Generative Model.
MICCAI (8)
Chiara Mauri, Stefano Cerri, Oula Puonti, Mark Mühlau, Koen Van Leemput
2022 J jnl
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation.
CoRR
Stefano Cerri, Douglas N. Greve, Andrew Hoopes, Henrik Lundell, Hartwig R. Siebner, Mark Mühlau, Koen Van Leemput
2022 J jnl
Comparing myelin-sensitive magnetic resonance imaging measures and resulting g-ratios in healthy and multiple sclerosis brains.
NeuroImage
Ronja C. Berg, Aurore Menegaux, Thomas Amthor, Guillaume Gilbert, Maria Mora, Sarah Schlaeger, Viola Pongratz, Markus Lauerer, Christian Sorg, Mariya Doneva, Irene M. Vavasour, Mark Mühlau, Christine Preibisch
2021 J jnl
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis.
NeuroImage
Stefano Cerri, Oula Puonti, Dominik S. Meier, Jens Wuerfel, Mark Mühlau, Hartwig R. Siebner, Koen Van Leemput
2020 J jnl
A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis.
CoRR
Stefano Cerri, Oula Puonti, Dominik S. Meier, Jens Wuerfel, Mark Mühlau, Hartwig R. Siebner, Koen Van Leemput
2020 — conf
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis.
MLCN/RNO-AI@MICCAI
Stefano Cerri, Andrew Hoopes, Douglas N. Greve, Mark Mühlau, Koen Van Leemput
2020 J jnl
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis.
CoRR
Stefano Cerri, Andrew Hoopes, Douglas N. Greve, Mark Mühlau, Koen Van Leemput
2018 J jnl
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation.
CoRR
Hongwei Li, Jianguo Zhang, Mark Mühlau, Jan Kirschke, Bjoern H. Menze
2018 — conf
Multi-scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation.
BrainLes@MICCAI (1)
Hongwei Li, Jianguo Zhang, Mark Mühlau, Jan Kirschke, Bjoern H. Menze
2017 J jnl
Fitting large-scale structured additive regression models using Krylov subspace methods.
Comput. Stat. Data Anal.
Paul Schmidt, Mark Mühlau, Volker J. Schmid
2016 J jnl
Intra- and interscanner variability of magnetic resonance imaging based volumetry in multiple sclerosis.
NeuroImage
Viola Biberacher, Paul Schmidt, Anisha Keshavan, Christine C. Boucard, Ruthger Righart, Philipp G. Sämann, Christine Preibisch, Daniel Fröbel, Lilian Aly, Bernhard Hemmer, Claus Zimmer, Roland G. Henry, Mark Mühlau
2016 J jnl
Power estimation for non-standardized multisite studies.
NeuroImage
Anisha Keshavan, Friedemann Paul, Mona K. Beyer, Alyssa H. Zhu, Nico Papinutto, Russell T. Shinohara, William Stern, Michael Amann, Rohit Bakshi, Antje Bischof, Alessandro Carriero, Manuel Comabella, Jason C. Crane, Sandra D'Alfonso, Philippe Demaerel, Benedicte Dubois, Massimo Filippi, Vinzenz Fleischer, Bertrand Fontaine, Laura Gaetano, An Goris, Christiane Graetz, Adriane Gröger, Sergiu Groppa, David A. Hafler, Hanne F. Harbo, Bernhard Hemmer, Kesshi Jordan, Ludwig Kappos, Gina Kirkish, Sara Llufriu, Stefano Magon, Filippo Martinelli-Boneschi, Jacob L. McCauley, Xavier Montalban, Mark Mühlau, Daniel Pelletier, Pradip M. Pattany, Margaret A. Pericak-Vance, Isabelle Cournu-Rebeix, Maria Assunta Rocca, Alex Rovira, Regina Schlaeger, Albert Saiz, Till Sprenger, Alessandro Stecco, Bernard M. J. Uitdehaag, Pablo Villoslada, Mike P. Wattjes, Howard L. Weiner, Jens Wuerfel, Claus Zimmer, Frauke Zipp, Stephen L. Hauser, Jorge R. Oksenberg, Roland G. Henry
2012 J jnl
An automated tool for detection of FLAIR-hyperintense white-matter lesions in Multiple Sclerosis.
NeuroImage
Paul Schmidt, Christian Gaser, Milan Arsic, Dorothea Buck, Annette Förschler, Achim Berthele, Muna Hoshi, Rüdiger Ilg, Volker J. Schmid, Claus Zimmer, Bernhard Hemmer, Mark Mühlau
2005 J jnl
Force level independent representations of predictive grip force-load force coupling: A PET activation study.
NeuroImage
Henning Boecker, A. Lee, Mark Mühlau, Andres O. Ceballos-Baumann, Afra Ritzl, Mary E. Spilker, C. Marquart, Joachim Hermsdörfer
2005 J jnl
The representation of predictive force control and internal forward models: evidence from lesion studies and brain imaging.
Cogn. Process.
Joachim Hermsdörfer, D. A. Nowak, A. Lee, K. Rost, Dagmar Timmann, Mark Mühlau, Henning Boecker