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Gerster, M.; Waterstraat, G.; Binns, T. S.; Darcy, N.; Wiest, C.; Köhler, R. M.; Vanhoecke, J.; West, T. O.; Sure, M.; Todorov, D. et al.; Radzinski, L.; Habets, J.; Busch, J. L.; Feldmann, L. K.; Krause, P.; Faust, K.; Schneider, G.-H.; Ashkan, K.; Pereira, E.; Akram, H.; Zrinzo, L.; Blankertz, B.; Villringer, A.; Tan, H.; Hirschmann, J.; Kühn, A. A.; Florin, E.; Schnitzler, A.; Oswal, A.; Litvak, V.; Neumann, W.-J.; Curio, G.; Nikulin, V. V.: Beyond beta rhythms: Aperiodic broadband power reflects Parkinson's disease severity: A multicenter study. bioRxiv (2025)

Bonberg, N.; Zülke, A. E.; Röhr, S.; Luppa, M.; Wirkner, K.; Baber, R.; Schroeter, M. L.; Villringer, A.; Sacher, J.; Witte, A. V. et al.; Engel, C.; Löffler, M.; Riedel-Heller, S.; Minnerup, H.: Disentangling the effects of menopause on cognitive performance – Causal framework and findings of the LIFE-Adult-Study. medRxiv (2025)

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Guarnier, G.; Reinelt, J.; Molloy, E. N.; Mihai, P. G.; Einaliyan, P.; Valk, S. L.; Modestino, A.; Ugolini, M.; Mueller, K.; Wu, Q. et al.; Babayan, A.; Castellaro, M.; Villringer, A.; Scherf, N.; Thierbach, K.; Schroeter, M. L.; Alzheimers Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle flagship study of ageing; Frontotemporal Lobar Degeneration Neuroimaging Initiative: Cascaded multimodal deep learning in the differential diagnosis, progression prediction, and staging of Alzheimer's and frontotemporal dementia. medRxiv (2024)

Hofmann, S.; Goltermann, O.; Scherf, N.; Müller, K.-R.; Löffler, M.; Villringer, A.; Gaebler, M.; Witte, A. V.; Beyer, F.: The utility of explainable A.I. for MRI analysis: Relating model predictions to neuroimaging features of the aging brain. bioRxiv (2024)

Hofmann, S.; Ciston, A.; Koushik, A.; Klotzsche, F.; Hebart, M. N.; Müller, K.-R.; Villringer, A.; Scherf, N.; Hilsmann, A.; Nikulin, V. V. et al.; Gaebler, M.: Human-aligned deep and sparse encoding models of dynamic 3D face similarity perception. PsyArXiv (2024)

Bailey, E.; Nierula, B.; Stephani, T.; Maess, B.; Nikulin, V. V.; Eippert, F.: Evaluating noise correction approaches for non-invasive electrophysiology of the human spinal cord. bioRxiv (2024)

Nierula, B.; Stephani, T.; Bailey, E.; Kaptan, M.; Pohle, L.-M.; Horn, U.; Mouraux, A.; Maess, B.; Villringer, A.; Curio, G. et al.; Nikulin, V. V.; Eippert, F.: A multi-channel electrophysiology approach to non-invasively and precisely record human spinal cord activity. bioRxiv (2024)

Steinfath, T. P.; Herzog, N.; Fourcade, A.; Sander, C.; Nikulin, V. V.; Villringer, A.: Validating genuine changes in heartbeat evoked potentials using pseudotrials and surrogate procedures. bioRxiv (2024)

Alasmar, Z.; Tremblay, S.; Baumeister, T. R.; Carbonell, F.; Iturria-Medina, Y.; Gauthier, C.; Steele, C.: Microstructural correlates of cognitive and motor functioning revealed via multimodal multivariate analysis. bioRxiv (2024)

Beckmann, A.; Stephani, T.; Klotzsche, F.; Chen, Y.; Hofmann, S.; Villringer, A.; Gaebler, M.; Nikulin, V. V.; Bosse, S.; Eisert, P. et al.; Hilsmann, A.: EEG-features for generalized deepfake detection. ArXiv (2024)

Tremblay, S. A.; Alasmar, Z.; Pirhadi, A.; Carbonell, F.; Iturria-Medina, Y.; Gauthier, C. J.; Steele, C.: MVComp toolbox: MultiVariate Comparisons of brain MRI features accounting for common information across metrics. bioRxiv (2024)

Wang, Z.; Diedrichsen, J.; Saltoun, K.; Steele, C.; Arnold-Anteraper, S. R.; Yeo, B.T. T.; Schmahmann, J.; Bzdok, D.: Intrinsic structural covariation links cerebellum subregions to the cerebral cortex. bioRxiv (2024)

Jawinski, P.; Forstbach, H.; Kirsten, H.; Beyer, F.; Villringer, A.; Witte, A. V.; Scholz, M.; Ripke, S.; Markett, S.: Genome-wide analysis of brain age identifies 25 associated loci and unveils relationships with mental and physical health. medRxiv (2023)

Jastrzębowska, M. A.; Ozkirli, A.; Cretenoud, A. F.; Draganski, B.; Herzog, M. H.: Is there a neural common factor for visual illusions? bioRxiv (2023)

Zhao, H.; Horn, U.; Freund, M.; Bujanow, A.; Gundlach, C.; Hartwigsen, G.; Eippert, F.: Assessing adverse effects and unspecific effects of transcutaneous spinal direct current stimulation (tsDCS). bioRxiv (2023)

Jensen, D.; Ebmeier, K. P.; Akbaraly, T.; Jansen, M. G.; Singh-Manoux, A.; Kivimäki, M.; Zsoldos, E.; Klein-Flügge, M. C.; Suri, S.: The association of longitudinal diet and waist-to-hip ratio from midlife to old age with hippocampus connectivity and memory in old age: A cohort study. bioRxiv (2023)

Töws, E.; Medawar, E.; Thieleking, R.; Beyer, F.; Stumvoll, M.; Villringer, A.; Witte, A. V.: Habitual and supplemented prebiotic diets and their links to inflammatory serum markers and hypothalamic microstructure in young, overweight adults: A pre-registered study. medRxiv (2023)

Pellegrini, F.; Nguyen, T. D.; Herrera, T.; Nikulin, V. V.; Nolte, G.; Haufe, S.: Distinguishing between- from within-site phase-amplitude coupling using antisymmetrized bispectra. bioRxiv (2023)