Articles with public access mandates - Marc-Andre SchulzLearn more
Available somewhere: 9
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
MA Schulz, BTT Yeo, JT Vogelstein, J Mourao-Miranada, JN Kather, ...
Nature communications 11 (1), 1-15, 2020
Mandates: US National Institutes of Health, German Research Foundation, Wellcome Trust …
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research
F Eitel, MA Schulz, M Seiler, H Walter, K Ritter
Experimental Neurology 339, 113608, 2021
Mandates: German Research Foundation
Performance reserves in brain-imaging-based phenotype prediction
MA Schulz, D Bzdok, S Haufe, JD Haynes, K Ritter
Cell Reports 43 (1), 2024
Mandates: US National Institutes of Health, German Research Foundation, European …
Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets
MA Schulz, BTT Yeo, JT Vogelstein, J Mourao-Miranada, JN Kather, ...
BioRxiv, 757054, 2019
Mandates: German Research Foundation
Inferring disease subtypes from clusters in explanation space
MA Schulz, M Chapman-Rounds, M Verma, D Bzdok, K Georgatzis
Scientific Reports 10 (1), 12900, 2020
Mandates: UK Medical Research Council
FIMAP: Feature importance by minimal adversarial perturbation
M Chapman-Rounds, U Bhatt, E Pazos, MA Schulz, K Georgatzis
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11433 …, 2021
Mandates: German Research Foundation, UK Engineering and Physical Sciences Research …
On utilizing uncertainty information in template‐based EEG‐fMRI ballistocardiogram artifact removal
MA Schulz, C Regenbogen, C Moessnang, I Neuner, A Finkelmeyer, ...
Psychophysiology 52 (6), 857-863, 2015
Mandates: German Research Foundation
Similar neural pathways link psychological stress and brain-age in health and multiple sclerosis
MA Schulz, S Hetzer, F Eitel, S Asseyer, L Meyer-Arndt, T Schmitz-Hübsch, ...
Iscience 26 (9), 2023
Mandates: German Research Foundation
Data augmentation via partial nonlinear registration for brain-age prediction
MA Schulz, A Koch, VE Guarino, D Kainmueller, K Ritter
International Workshop on Machine Learning in Clinical Neuroimaging, 169-178, 2022
Mandates: German Research Foundation
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