MM
Mark Mühlau
Multiple SclerosisMultiple sclerosisMagnetic Resonance Imagingmultiple sclerosisMRIMagnetic resonance imagingMultiple Sclerosis, Relapsing-Remittingcs.CVmagnetic resonance imagingWhite Matter
On Valency
published · living versionsW_894d8afa·v1 · currentpublished
Longitudinal tracking of multiple sclerosis lesions in the spinal cord: A validation study
with Pierre-Louis Benveniste, Julian McGinnis, Shannon Kolind, Larry D. Lynd +9
1 version
Preprints & journals
143 papers in the corpus · 2003–2026MedMCP: An Open Agentic Ecosystem for Medical Imaging Workflows10.64898/2026.10.12.758708v1 · McGinnis, J., Friedrich, P., Muhlau, M. et al.2026 · 0 citationsbioRxiv
Longitudinal tracking of multiple sclerosis lesions in the spinal cord: A validation study2609.09424v1 · Pierre-Louis Benveniste, Julian McGinnis, Shannon Kolind et al.2026 · 0 citationsarXivon Valency
The Prognostic Value of Paramagnetic Rim Lesions in People With Multiple Sclerosis.42623573 · Lauerer, Markus, Voon, Cui Ci, McGinnis, Julian et al.2026 · 1 citationNeurology. 2026;107(6):e218428
Improved visualization and segmentation of the choroid plexus using double inversion recovery MRI.42845615 · Lauerer, Markus, McGinnis, Julian, Berberich, Cornelius et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Generalizable spinal cord multiple sclerosis lesion segmentation across MRI contrasts, protocols, and centers.42028790 · Benveniste, Pierre-Louis, Létourneau-Guillon, Laurent, Araujo, David et al.2026 · 0 citationsMultiple sclerosis (Houndmills, Basingstoke, England). 2026;32(6):598-613
Brain connectome reorganization across the lifespan in relapsing-remitting multiple sclerosis.41990686 · Tahedl, Marlene, Wiltgen, Tun, Voon, Cui Ci et al.2026 · 0 citationsEuropean journal of radiology. 2026;200:112867
Temporal Patterns of Fever Onset as an Indicator of Etiology in Intracerebral Hemorrhage.42042755 · Hess, Felix, Baki, Enayatullah, McGinnis, Julian et al.2026 · 0 citationsNeurology international. 2026;18(4)
Is MR Imaging of the Cervical Spinal Cord Sufficient for Patients with Suspected Multiple Sclerosis?41565882 · Riederer, Isabelle, Bussas, Matthias, Lauerer, Markus et al.2026 · 1 citationClinical neuroradiology. 2026;36(2):577-583
Optimizing Rank for High-Fidelity Implicit Neural Representations2512.14366v3 · Julian McGinnis, Florian A. Holzl, Suprosanna Shit et al.2025 · 0 citationsarXiv
T1-weighted subtraction maps improve the detection of contrast-enhancing lesions in multiple sclerosis.41468656 · Beyrle, Mirjam, Sepp, Dominik, Eichinger, Paul et al.2026 · 2 citationsEuropean journal of radiology. 2026;195:112576
External validation of a multiple sclerosis treatment decision score using data from the ProVal-MS cohort study.41281704 · Buchka, Stefan, Hapfelmeier, Alexander, Kirschke, Jan S et al.2025 · 0 citationsTherapeutic advances in neurological disorders. 2025;18:17562864251391095
Febrile Infection-Related Epilepsy Syndrome (FIRES) in a Young Adult: A Case Report Highlighting Advanced Neuroimaging.41055750 · Riedel, Evamaria Olga, Bongratz, Fabian, Zebhauser, Paul Theo et al.2026 · 0 citationsClinical neuroradiology. 2026;36(2):771-774
Quantitative Susceptibility Mapping of Deep Grey Matter in MS: Association With Clinical Scores and Brain Volume Measures.41116625 · Voon, Cui Ci, Meineke, Jakob, Wiltgen, Tun et al.2025 · 5 citationsBrain and behavior. 2025;15(10):e70988
Replication of the 2023 radiologically isolated syndrome criteria in a multi-centre cohort.40933283 · Held, Friederike, Uibel, Paula, Berberich, Cornelius et al.2025 · 1 citationBrain communications. 2025;7(5):fcaf323
Differentiating central fever from infectious fever in intracerebral haemorrhage.40866080 · Hess, Felix, Baki, Enayatullah, McGinnis, Julian et al.2026 · 2 citationsStroke and vascular neurology. 2026;11(5):629-636
Predictors of early disability accumulation in newly diagnosed multiple sclerosis: clinical, imaging and cerebrospinal fluid measures.39961655 · Lauerer, Markus, Wiltgen, Tun, Brückner, Carolin et al.2025 · 4 citationsJournal of neurology, neurosurgery, and psychiatry. 2025;96(9):900-907
Towards quantitative intensity analysis of conventional T1-weighted images in multiple sclerosis.40712997 · Wiltgen, Tun, McGinnis, Julian, Berg, Ronja et al.2025 · 1 citationNeuroImage. 2025;318:121395
Automatic segmentation of spinal cord lesions in MS: A robust tool for axial T2-weighted MRI scans.40800745 · Naga Karthik, Enamundram, McGinnis, Julian, Wurm, Ricarda et al.2025 · 8 citationsImaging neuroscience (Cambridge, Mass.). 2025;3
Sensitivity of multi-parametric quantitative magnetic resonance imaging for multiple sclerosis pathology.40238815 · Schlaeger, Sarah, Mühlau, Mark, Gilbert, Guillaume et al.2025 · 1 citationPloS one. 2025;20(4):e0318415
Predictors and Implications of Myocardial Injury in Intracerebral Hemorrhage.39884976 · Hess, Felix, McGinnis, Julian, Baki, Enayatullah et al.2025 · 7 citationsClinical neuroradiology. 2025;35(2):395-404
A lightweight generative model for interpretable subject-level prediction.39793217 · Mauri, Chiara, Cerri, Stefano, Puonti, Oula et al.2025 · 1 citationMedical image analysis. 2025;101:103436
Corrigendum to "Quantitative susceptibility mapping in multiple sclerosis: A systematic review and meta-analysis" [Neuroimage: Clin. 42 (2024) 103598].39488450 · Voon, Cui Ci, Wiltgen, Tun, Wiestler, Benedikt et al.2025 · 0 citationsNeuroImage. Clinical. 2025;45:103693
Intensity scaling of conventional brain magnetic resonance images avoiding cerebral reference regions: A systematic review.38483873 · Wiltgen, Tun, Voon, Cuici, Van Leemput, Koen et al.2024 · 6 citationsPloS one. 2024;19(3):e0298642
LST-AI: a Deep Learning Ensemble for Accurate MS Lesion Segmentation.38045345 · Wiltgen, Tun, McGinnis, Julian, Schlaeger, Sarah et al.2025 · 73 citationsmedRxiv : the preprint server for health sciences. 2024
Prospective study validating a multidimensional treatment decision score predicting the 24-month outcome in untreated patients with clinically isolated syndrome and early relapsing-remitting multiple sclerosis, the ProVal-MS study.38449051 · Bayas, Antonios, Mansmann, Ulrich, Ön, Begum Irmak et al.2024 · 10 citationsNeurological research and practice. 2024;6(1):15
Validating a minipig model of reversible cerebral demyelination using human diagnostic modalities and electron microscopy.38306899 · Ancău, Mihai, Tanti, Goutam Kumar, Butenschoen, Vicki Marie et al.2024 · 1 citationEBioMedicine. 2024;100:104982
Quantitative susceptibility mapping in multiple sclerosis: A systematic review and meta-analysis.38582068 · Voon, Cui Ci, Wiltgen, Tun, Wiestler, Benedikt et al.2024 · 25 citationsNeuroImage. Clinical. 2024;42:103598
Cortical Thin Patch Fraction Reflects Disease Burden in MS: The Mosaic Approach.38164526 · Tahedl, Marlene, Wiltgen, Tun, Voon, Cui Ci et al.2024 · 2 citationsAJNR. American journal of neuroradiology. 2023;45(1):82-89
Prognostic value of spinal cord lesion measures in early relapsing-remitting multiple sclerosis.37495267 · Lauerer, Markus, McGinnis, Julian, Bussas, Matthias et al.2023 · 25 citationsJournal of neurology, neurosurgery, and psychiatry. 2023;95(1):37-43
Association of retinal vessel pathology and brain atrophy in relapsing-remitting multiple sclerosis.38090586 · Romahn, Eva Feodora, Wiltgen, Tun, Bussas, Matthias et al.2024 · 11 citationsFrontiers in immunology. 2023;14:1284986
Benefits of a mosaic approach for assessing cortical atrophy in individual multiple sclerosis patients.37961043 · Tahedl, Marlene, Wiltgen, Tun, Voon, Cui Ci et al.2023 · 4 citationsBrain and behavior. 2023;13(12):e3327
A Genetic Risk Variant for Multiple Sclerosis Severity is Associated with Brain Atrophy.37753809 · Gasperi, Christiane, Wiltgen, Tun, McGinnis, Julian et al.2023 · 25 citationsAnnals of neurology. 2023;94(6):1080-1085
Factors associated with depressive mood at the onset of multiple sclerosis - an analysis of 781 patients of the German NationMS cohort.37692259 · Salmen, Anke, Hoepner, Robert, Fleischer, Vinzenz et al.2023 · 7 citationsTherapeutic advances in neurological disorders. 2023;16:17562864231197309
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images2308.16863v1 · Chinmay Prabhakar, Hongwei Bran Li, Johannes C. Paetzold et al.2023 · 5 citationsarXiv
Multimodally trackable and clinically translatable platform for modelling human demyelinating brain diseases by temporally dispersed chemically induced lesions in thepig brain10.1101/2023.07.26.550644v1 · Ancau, M., Kumar, G. T., Butenschoen, V. M. et al.2023 · 0 citationsbioRxiv
Regulation of the programmed cell death protein 1/programmed cell death ligand 1 axis in relapsing-remitting multiple sclerosis.37564830 · Tsaktanis, Thanos, Linnerbauer, Mathias, Lößlein, Lena et al.2023 · 6 citationsBrain communications. 2023;5(4):fcad206
AI-based detection of contrast-enhancing MRI lesions in patients with multiple sclerosis.37454342 · Schlaeger, Sarah, Shit, Suprosanna, Eichinger, Paul et al.2023 · 19 citationsInsights into imaging. 2023;14(1):123
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations2303.15065v3 · Julian McGinnis, Suprosanna Shit, Hongwei Bran Li et al.2023 · 34 citationsarXiv
Retrospective cohort study to devise a treatment decision score predicting adverse 24-month radiological activity in early multiple sclerosis.36993939 · Hapfelmeier, Alexander, On, Begum Irmak, Mühlau, Mark et al.2023 · 10 citationsTherapeutic advances in neurological disorders. 2023;16:17562864231161892
Multicenter Evaluation of AI-generated DIR and PSIR for Cortical and Juxtacortical Multiple Sclerosis Lesion Detection.36749211 · Bouman, Piet M, Noteboom, Samantha, Nobrega Santos, Fernando A et al.2023 · 48 citationsRadiology. 2023;307(2):e221425
Retinal ganglion cell loss is associated with future disability worsening in early relapsing-remitting multiple sclerosis.36635219 · Wauschkuhn, Josephine, Solorza Buenrostro, Gilberto, Aly, Lilian et al.2023 · 13 citationsEuropean journal of neurology. 2023;30(4):982-990
Lesion location across diagnostic regions in multiple sclerosis.36623350 · Pongratz, Viola, Bussas, Matthias, Schmidt, Paul et al.2023 · 20 citationsNeuroImage. Clinical. 2023;37:103311
An open-source tool for longitudinal whole-brain and white matter lesion segmentation.36907041 · Cerri, Stefano, Greve, Douglas N, Hoopes, Andrew et al.2023 · 35 citationsNeuroImage. Clinical. 2023;38:103354
Percentage brain volume change in multiple sclerosis mainly reflects white matter and cortical volume.36427289 · Lauerer, Markus, Bussas, Matthias, Pongratz, Viola et al.2023 · 3 citationsAnnals of clinical and translational neurology. 2023;10(1):130-135
Early spinal cord pseudoatrophy in interferon-beta-treated multiple sclerosis.36318271 · Matusche, Britta, Litvin, Ludmila, Schneider, Ruth et al.2023 · 4 citationsEuropean journal of neurology. 2023;30(2):453-462
Longitudinal Assessment of Multiple Sclerosis Lesion Load With Synthetic Magnetic Resonance Imaging-A Multicenter Validation Study.36730638 · Schlaeger, Sarah, Li, Hongwei Bran, Baum, Thomas et al.2023 · 18 citationsInvestigative radiology. 2023;58(5):320-326
Comparing myelin-sensitive magnetic resonance imaging measures and resulting g-ratios in healthy and multiple sclerosis brains.36379421 · Berg, Ronja C, Menegaux, Aurore, Amthor, Thomas et al.2022 · 14 citationsNeuroImage. 2022;264:119750
Somatosensory evoked potentials and magnetic resonance imaging of the central nervous system in early multiple sclerosis.36205793 · Wuschek, Alexander, Bussas, Matthias, El Husseini, Malek et al.2023 · 13 citationsJournal of neurology. 2023;270(2):824-830
Structured Reporting in Multiple Sclerosis - Consensus-Based Reporting Templates for Magnetic Resonance Imaging of the Brain and Spinal Cord.35913055 · Riederer, Isabelle, Mühlau, Mark, Wiestler, Benedikt et al.2023 · 3 citationsRoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin. 2023;195(2):135-138
[The anti-IgLON5 syndrome in clinical neurology-Report of two cases].35704066 · Niederschweiberer, Johanna, Schumacher, Nicolas U, Kumpfmüller, Daniela et al.2022 · 3 citationsDer Nervenarzt. 2022;93(12):1247-1249
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