Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
665-01-014 ISMRM Abstract

MRI in Clinical Practice: Dimensionality reduction and Machine-Learning decipheress therapy response in multi-parametric MRI

Primary: Brain Function and fMRI - fMRI Analysis
Secondary: Analysis Methods - Classification and Prediction
665-01-014 · fMRI: Applications in Neurology and Psychiatry I · Thursday, 14 May, 8:30 AM–9:25 AM · Digital Posters Row F
Keywords: Rheumatoid Arthritis Clinical Decision-Making Multiparameter magnetic resonance imaging Machine learning (ML) Dimensionality reduction
Accepted
Mageshwar Selvakumar1, Koray Tascilar2, Arnd Dörfler3, Georg Schett2, Jürgen Rech2, Andreas Hess 4,5,6
1Institute for Experimental Pharmacology, Friedrich Alexander University, Erlangen, Germany
2University Hospital Erlangen (UKER), Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
3Institute of Neuroradiology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
4Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
5Institute of Neuroradiology, University Hospital Erlangen (UKER), Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
6FAU NeW – Research Center for New Bioactive Compounds, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
Presenting Author: Andreas Hess

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References

1. Smolen JS, Aletaha D, Barton A, et al. Rheumatoid arthritis. Nat Rev Dis Primers 2018; 4: 18001
2. Rech J, Hess A, Finzel S, et al. Arthritis Rheum 2013; 65: 325–33.
3. Schenker HM, Tascilar K, Konerth L, et al. Contemp Clin Trials Commun 2021; 22: 100770.
4. Hess A, Tascilar K, et al., Lancet Rheumatol 2025 Aug;7(8):e565-e575.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/665-01-014