Mark Muhlau

Most-cited papers

NeuroImage: Clinical
Richard McKinley, Rik Wepfer, L. Grunder, Fabian Aschwanden +15 more
61 citations
Semantic Scholar
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations
J. McGinnis, Suprosanna Shit, H. Li, Vasiliki Sideri-Lampretsa +8 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention54 citations Open access
Semantic Scholar
An open-source tool for longitudinal whole-brain and white matter lesion segmentation
Stefano Cerri, D. Greve, Andrew Hoopes, Henrik Lundell +3 more
2022NeuroImage: Clinical43 citations Open access
Semantic Scholar
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis
Stefano Cerri, Andrew Hoopes, D. Greve, Mark Muhlau +1 more
2020MLCN/RNO-AI@MICCAI15 citations Open access
Semantic Scholar
Optimizing Rank for High-Fidelity Implicit Neural Representations
Julian McGinnis, Florian A. Hölzl, Suprosanna Shit, Florentin Bieder +5 more
2025arXiv.org10 citations
Semantic Scholar
Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence
Richard McKinley, Rik Wepfer, L. Grunder, Fabian Aschwanden +15 more
2019NeuroImage: Clinical8 citations Open access
Semantic Scholar
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images
Chinmay Prabhakar, H. Li, J. Paetzold, Timo Löhr +5 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention5 citations Open access
Semantic Scholar
A lightweight generative model for interpretable subject-level prediction
C. Mauri, Stefano Cerri, O. Puonti, Mark Muhlau +1 more
2023Medical Image Anal.1 citations Open access
Semantic Scholar
MedMCP: An Open Agentic Ecosystem for Medical Imaging Workflows
Julian McGinnis, Paul Friedrich, Mark Muhlau, J. Kirschke +4 more
2026bioRxiv0 citations Open access
Semantic Scholar