Manuscripts Submitted/Under Review/Preprints

*shared first/last authorship

Vockert, N., Machts, J., Kleineidam, L., Nemali, A., Schütze, H., Yakupov, R., Peters, O., Gref, D., Schneider, L. S., Preis, L., Priller, J., Spruth, E. J., Altenstein, S., Schneider, A., Fliessbach, K., Wiltfang, J., Rostamzadeh, A., Glanz, W., Incesoy, E. I., Teipel, S., Kilimann, I., Goerss, D., Laske, C., Munk, M. H., Spottke, A., Roy, N., Heneka, M. T., Brosseron, F., Wagner, M., Wolfsgruber, S., Dobisch, L., Dechent, P., Hetzer, S., Scheffler, K., Zeidman, P., Stern, Y., Schott, B. H., Jessen, F., Düzel, E., Maass*, A., Ziegler*, G., & the DELCODE study group. Activity patterns of cognitive reserve moderate effects of disease severity on cognitive performance. Submitted to Nat Com., Preprint available at biorxiv: https://biorxiv.org/cgi/content/short/2023.10.10.561675v1

Menze*, I., Bernal*, J., Yakupov, R., Kaya, P., Aki, Ç., Pfister, M., Geisendörfer, J., Neumann, K., Peters, O., Priller, J., Schneider, A., Fliessbach, K., Wiltfang, J., Buerger, K., Perneczky, R., Teipel, S., Laske, C., Spottke, A., Heneka, M. T., Wagner, M., Ramirez, A., Wolfsgruber, S., Kleineidam, L., Jessen, F., Schreiber, S., Düzel*, E., & Ziegler*, G. Perivascular space enlargement accelerates with hypertension, white matter hyperintensities, chronic inflammation, and Alzheimer’s disease pathology: evidence from a three-year longitudinal multicentre study. Submitted to Alzheimers & Dementia. Preprint available at medrxiv: https://medrxiv.org/cgi/content/short/2023.09.25.23296088v1

Taubert, M., Ziegler, G., & Lehmann, N. Better long-term learning ability is predicted by higher surface folding of the human premotor cortex. Submitted to Nat Neuro. Preprint available at biorxiv: https://www.biorxiv.org/content/biorxiv/early/2023/08/21/2023.08.18.553797.full.pdf

Schwarck, S., Voelkle, M. C., Becke, A., Busse, N., Glanz, W., Düzel*, E., & Ziegler*, G. (2022). Interplay of physical and cognitive performance using hierarchical continuous-time dynamic modelling and a dual-task training regime in AD patients. Submitted to Alzheimer's Research & Therapy, Preprint available at medRxiv: https://doi.org/10.1101/2022.12.14.22283428

Hayek, D., Ziegler, G., Kleineidam, L., Brosseron, F., Nemali, A., Vockert, N., Betts, M., Peters, O., Schneider, L. S., Wang, X., Priller, J., Altenstein, S., Schneider, A., Fliessbach, K., Wiltfang, J., Bartels, C., Rostamzadeh, A., Glanz, W., Buerger, K., Janowitz, D., Perneczky, R., Rauchmann, B. S., Teipel, S., Kilimann, I., Laske, C., Munk, M. H., Spottke, A., Roy, N., Roeske, S., Kuhn, E., Ramirez, A., Dobisch, L., Schmid, M., Berger, M., Wolfsgruber, S., Yakupov, R., Hetzer, S., Dechent, P., Ewers, M., Scheffler, K., Schott, B. H., Schreiber, S., Düzel, E., Jessen, F., Wagner, M., Heneka, M. T., Maass, A., & DELCODE Study Group. Different inflammatory signatures based on CSF biomarkers relate to preserved or diminished brain structure. Mol Psy (under 2^nd revision).

Baumeister, H., Vogel, J. W., Insel, P. S., Kleineidamm, L., Wolfsgruber, S., Stark, M., Gellersen, H. M., Yakupov, R., Schmid, M. C., Lu ̈sebrink, F., Brosseron, F., Ziegler, G., Freiesleben, S. D., Preis, L., Schneider, L. S., Spruth, E. J., Altenstein, S., Lohse, A., Fliessbach, K., Vogt, I. R., Bartels, C., Schott, B. H., Rostamzadeh, A., Glanz, W., Incesoy, E. I., Butryn, M., Janowitz, D., Rauchmann, B. S., Kilimann, I., Goerss, D., Munk, M. H., Hetzer, S., Dechent, P., Ewers, M., Scheffler, K., Spottke, A., Laske, C., Teipel, S., Perneczky, R., Buerger, K., Schneider, A., Priller, J., Peters, O., Ramirez, A., Wiltfang, J., Heneka, M. T., Wagner, M., Du ̈zel, E., Jessen, F., & Berron, D. Limbic-predominant and hippocampal-sparing atrophy are related to divergent clinical trajectories in a memory clinic-based cohort. Submitted to NatAging.

2023

Lehmann, N., Aye, N., Kaufmann, J., Heinze, H. J., Düzel, E., Ziegler, G., & Taubert, M. (2023). Changes in cortical microstructure of the human brain resulting from long-term motor learning. Journal of Neuroscience (accepted). [IF: 5.3]

Nemali, A., Vockert, N., Berron, D., Maass, A., Bernal-Moyano, J., Yakupov, R., Peters, O., Gref, D., Cosma, N., Preis, J., Priller, J., Spruth, E., Altenstein, S., Lohse, A., Fliessbach, K., Kimmich, O., Vogt, I., Wiltfang, J., Hansen, N., Bartels, C., Schott, B. H., Maier, F., Meiberth, D., Glanz, W., Incesoy, E., Butryn, M., Buerger, K., Janowitz, D., Pernecky, R., Rauchmann, B., Burow, L., Teipel, S., Kilimann, I., Göerß, D., Dyrba, M., Laske, C., Munk, M., Sanzenbacher, C., Müller, S., Spottke, A., Roy, N., Heneka, M., Brosseron, F., Roeske, S., Dobisch, L., Ramirez, A., Ewers, M., Dechent, P., Scheffler, K., Kleineidam, L., Wolfsgruber, S., Wagner, M., Jessen, F., Duzel*, E., & Ziegler*, G. (2023). Gaussian Process-based Prediction of Memory Performance and Biomarker Status in Ageing and Alzheimer's disease, Medical Image Analysis (in press), 90:102913. https://doi.org/10.1016/j.media.2023.102913 [IF: 10.9]

Schott, B., Soch, J., Kizilirmak, J. M., Schütze, H., Assmann, Assmann., Maass, A., Ziegler, G., Sauvage, M., & Richter, A. (2023). Inhibitory temporo-parietal effective connectivity is associated with explicit memory performance in older adults. iScience, 26(10), 107765. https://doi.org/10.1016/j.isci.2023.107765 [IF: 5.8]

Bernal, J., Schreiber, S., Menze, I., Ostendorf, A., Pfister, M., Geisendörfer, J., Nemali, A., Maass, A., Yakupov, R., Peters, O., Preis, L., Schneider, L., Herrera, A. L., Priller, J., Spruth, E. J., Altenstein, S., Schneider, A., Fliessbach, K., Wiltfang, J., Schott, B. H., Rostamzadeh, A., Glanz, W., Buerger, K., Janowitz, D., Ewers, M., Perneczky, R., Rauchmann, B. S., Teipel, S., Kilimann, I., Laske, C., Munk, M. H., Spottke, A., Roy, N., Dobisch, L., Dechent, P., Scheffler, K., Hetzer, S., Wolfsgruber, S., Kleineidam, L., Schmid, M., Berger, M., Jessen, F., Wirth, M., Düzel*, E. & Ziegler*, G. (2023). Arterial hypertension and Aβ-amyloid accumulation have spatially overlapping effects on posterior white matter hyperintensity presence and volume. Alzheimer's Research & Therapy, 15, 97. https://doi.org/10.1186/s13195-023-01243-4 [IF: 8.8]

Yi, Y.-J., Lüsebrink, F., Ludwig, M., Maaß, A., Ziegler, G., Yakupov, R., Kreißl, M. C., Betts, M., Speck, O., Düzel, E., & Hämmerer, D. (2023). It is the locus coeruleus! Or… is it?: A proposition for analyses and reporting standards for structural and functional magnetic resonance imaging of the noradrenergic locus coeruleus. Neurobiology of Aging, 129, 137-148. https://doi.org/10.1016/j.neurobiolaging.2023.04.007 [IF: 5.1]

Azzarito, M., Emmenegger, T. M., Ziegler, G., Huber, E., Grabher, P., Callaghan, M. F., Thompson, A., Friston, K., Weiskopf, N., Killeen, T., & Freund, P. (2023). Coherent, time-shifted patterns of microstructural plasticity during motor-skill learning. NeuroImage, 274, 120128. https://doi.org/10.1016/j.neuroimage.2023.120128 [IF: 5.7]

Yildirim, Z., Delen, F., Berron, D., Baumeister, H., Ziegler, G., Schütze, H., Glanz, W., Dobisch, L., Peters, O., Freiesleben, S. D., Schneider, L. S., Priller, J., Spruth, E. J., Schneider, A., Fliessbach, K., Wiltfang, J., Schott, B.-H., Meiberth, D., Buerger, K., Janowitz, D., Perneczky, R., Rauchmann, B.-S., Teipel, S., Kilimann, I., Laske, C., Munk, M. H., Spottke, A., Roy, N., Heneka, M., Brosseron, F., Wagner, M., Roeske, S., Ramirez, A., Ewers, M., Dechent, P., Hetzer, S., Scheffler, K., Kleineidam, L., Wolfsgruber, S., Yakupov, R., Schmid, M., Berger, M., Gurvit, H., Jessen, F., & Duzel, E. (2023). Brain reserve contributes to distinguishing preclinical Alzheimer's stages 1 and 2. Alzheimer's Research & Therapy, 15(1), 43. https://doi.org/10.1186/s13195-023-01187-9 [IF: 8.8]

Heinzinger, N., Maass, A., Berron, D., Yakupov, R., Peters, O., Fiebach, J., Villringer, K., Preis, L., Priller, J., Spruth, E. J., Altenstein, S., Schneider, A., Fliessbach, K., Wiltfang, J., Bartels, C., Jessen, F., Maier, F., Glanz, W., Buerger, K., Janowitz, D., Perneczky, R., Rauchmann, B.-S., Teipel, S., Killimann, I., Göerß, D., Laske, C., Munk, M. H., Spottke, A., Roy, N., Heneka, M. T., Brosseron, F., Dobisch, L., Ewers, M., Dechent, P., Haynes, J. D., Scheffler, K., Wolfsgruber, S., Kleineidam, L., Schmid, M., Berger, M., Düzel*, E. & Ziegler*, G. for the Alzheimer's Disease Neuroimaging Initiative. (2023). Exploring the ATN classification system using brain morphology. Alzheimer's Research & Therapy, 15(1), 50. https://doi.org/10.1186/s13195-023-01185-x [IF: 8.8]

2022

Mohammadi, S., Streubel, T., Klock, L., Edwards, L. J., Lutti, A., Pine, K. J., Weber, S., Scheibe, P., Ziegler, G., Gallinat, J., Kühn, S., Callaghan, M. F., Weiskopf, N., & Tabelow, K. (2022). Error quantification in multi-parameter mapping facilitates robust estimation and enhanced group level sensitivity. NeuroImage, 262, 119529. https://doi.org/10.1016/j.neuroimage.2022.119529 [IF: 5.7]

Aye, N., Lehmann, N., Kaufmann, J., Heinze, H.-J., Düzel, E., Taubert, M. & Ziegler, G. (2022). Test-retest reliability of multi-parametric maps (MPM) of brain microstructure. NeuroImage, 256, 119249. https://doi.org/10.1016/j.neuroimage.2022.119249 [IF: 5.7]

Jessen, F., Wolfsgruber, S., Kleineindam, L., Spottke, A., Altenstein, S., Bartels, C., Berger, M., Brosseron, F., Daamen, M., Dichgans, M., Dobisch, L., Ewers, M., Fenski, F., Fliessbach, K., Freiesleben, S. D., Glanz, W., Görs, D., Gürsel, S., Janowitz, D., Kilimann, I., Kobeleva, X., Lohse, A., Maier, F., Metzger, C., Munk, M., Preis, L., Sanzenbacher, C., Spruth, E., Rauchmann, B., Vukovich, R., Yakupov, R., Weyrauch, A.-S., Ziegler, G., Schmid, M., Laske, C., Perneczky, R., Schneider, A., Wiltfang, J., Teipel, S., Bürger, K., Priller, J., Peters, O., Ramirez, A., Boecker, H., Heneka, M. T., Wagner, M., & Düzel, E. (2023). Subjective cognitive decline and stage 2 of Alzheimer disease in patients from memory centers. Alzheimer's & Dementia, 19(2), 487-497. https://doi.org/10.1002/alz.12674 [IF: 14.0]

Berron, D., Ziegler, G., Vieweg, P., Billette, O., Güsten, J., Grande, X., Heneka, M. T., Schneider, A., Teipel, S., Jessen, F., Wagner, M., & Düzel, E. (2022). Feasibility of Digital Memory Assessments in an Unsupervised and Remote Study Setting. Frontiers in Digital Health, 4, 892997. https://doi.org/10.3389/fdgth.2022.892997

Billette*, O. V., Ziegler*, G., Aruci, M., Schütze, H., Kizilirmak, J. M., Richter, A., Altenstein, S., Bartels, C., Brosseron, F., Cardenas-Blanco, A., Dahmen, P., Dechent, P., Dobisch, L., Fliessbach, K., Freiesleben, S. D., Glanz, W., Göerß, D., Haynes, J. D., Heneka, M. T., Kilimann, I., Kimmich, O., Kleineidam, L., Laske, C., Lohse, A., Rostamzadeh, A., Metzger, C., Munk, M. H., Peters, O., Preis, L., Priller, J., Scheffler, K., Schneider, A., Spottke, A., Spruth, E. J., Ramirez, A., Röske, S., Roy, N., Teipel, S., Wagner, M., Wiltfang, J., Wolfsgruber, S., Yakupov, R., Zeidman, P., Jessen, F., Schott, B. H., Düzel, E., & Maass, A.; DELCODE Study Group. (2022). Novelty-Related fMRI Responses of Precuneus and Medial Temporal Regions in Individuals at Risk for Alzheimer Disease. Neurology, 99(8), e775-e788. https://doi.org/10.1212/WNL.0000000000200667 [IF: 9.9]

Güsten, J., Berron, D., Düzel, E. & Ziegler, G. (2022). Bayesian modeling of item heterogeneity in dichotomous recognition memory data and prospects for computerized adaptive testing. Scientific Reports, 12(1), 1250. https://doi.org/10.1038/s41598-022-04997-3 [IF: 4.6]

Lutti, A., Corbin, N., Ashburner, J., Ziegler, G., Draganski, B., Phillips, C., Kherif, F., Callaghan, M. F., & Di Domenicantonio, G. (2022). Restoring statistical validity in group analyses of motion-corrupted MRI data. Human Brain Mapping, 43(6), 1973-1983. https://doi.org/10.1002/hbm.25767 [IF: 4.8]

Düzel, E., Ziegler, G., Berron, D., Maass, A., Schütze, H., Cardenas-Blanco, A., Glanz, W., Metzger, C., Dobisch, L., Reuter, M., Spottke, A., Brosseron, F., Fliessbach, K., Heneka, M. T., Laske, C., Peters, O., Priller, J., Spruth, E. J., Ramirez, A., Speck, O., Schneider, A., Teipel, S., Kilimann, I., Jens, W., Schott, B. H., Preis, L., Gref, D., Maier, F., Munk, M. H., Roy, N., Ballarini, T., Yakupov, R., Haynes, J. D., Dechent, P., Scheffler, K., Wagner, M., & Jessen, F. (2022). Amyloid pathology but not APOE ε4 status is permissive for tau-related hippocampal dysfunction. Brain, 145(4), 1473-1485. https://doi.org/10.1093/brain/awab405 [IF: 14.5] 

2021

Schwarck, S., Busse, N., Ziegler, G., Glanz, W., Becke, A., & Düzel, E. (2021). Heart Rate Variability During Physical Exercise Is Associated With Improved Cognitive Performance in Alzheimer's Dementia Patients-A Longitudinal Feasibility Study. Frontiers in Sports and Active Living, 3, 684089. https://doi.org/10.3389/fspor.2021.684089 [IF: 2.6]

Kyathanahally, S. P., Azzarito, M., Rosner, J., Calhoun, V. D., Blaiotta, C., Ashburner, J., Weiskopf, N., Wiech, K., Friston, K., Ziegler, G., & Freund, P. (2021). Microstructural plasticity in nociceptive pathways after spinal cord injury. Journal of Neurology, Neurosurgery, and Psychiatry, 92(8), 863–871. https://doi.org/10.1136/jnnp-2020-325580 [IF: 11]

Hula, A., Moutoussis, M., Will, G. J., Kokorikou, D., Reiter, A. M., Ziegler, G., NSPN Consortium, Bullmore, E. D., Jones, P. B., Goodyer, I., Fonagy, P., Montague, P. R., & Dolan, R. J. (2021). Multi-Round Trust Game Quantifies Inter-Individual Differences in Social Exchange from Adolescence to Adulthood. Computational Psychiatry, 5(1), 102-118. https://doi.org/10.5334/cpsy.65

Vockert, N., Perosa, V., Ziegler, G., Schreiber, F., Yakupov, R., Spallazzi, M., Düzel, E., Schreiber, S., & Maass, A. (2020). Hippocampal vascularization pattern exerts local and global effects on structural and functional brain integrity. Brain Communications, 3(2), fcab127. https://doi.org/10.1093/braincomms/fcab127 [IF: 4.8]

Soch, J., Richter, A., Schütze, H., Kizilirmak, J. M., Assmann, A., Behnisch, G., Feldhoff, H., Fischer, L., Heil, J., Knopf, L., Merkel, C., Raschick, M., Schietke, C.-J., Schult, A., Seidenbecher, C. I., Yakupov, R., Ziegler, G., Wiltfang, J., Düzel, E., & Schott, B. H. (2021). A comprehensive score reflecting memory-related fMRI activations and deactivations as potential biomarker for neurocognitive aging. Human Brain Mapping, 42(14), 4478–4496. https://doi.org/10.1002/hbm.25559 [IF: 4.8]

Soch, J., Richter, A., Schütze, H., Kizilirmak, J. M., Assmann, A., Knopf, L., Raschick, M., Schult, A., Maass, A., Ziegler, G., Richardson-Klavehn, A., Düzel, E., & Schott, B. H. (2021). Bayesian model selection favors parametric over categorical fMRI subsequent memory models in young and older adults. Neuroimage, 230, 117820. https://doi.org/10.1016/j.neuroimage.2021.117820 [IF: 5.7]

Lehmann, N., Aye, N., Kaufmann, J., Heinze, H.-J., Düzel, E., Ziegler, G., & Taubert, M. (2021). Longitudinal Reproducibility of Neurite Orientation Dispersion and Density Imaging (NODDI) Derived Metrics in the White Matter. Neuroscience, 457, 165-185. https://doi.org/10.1016/j.neuroscience.2021.01.005 [IF: 3.59]

Güsten, J., Ziegler, G., Düzel, E., & Berron, D. (2021). Age impairs mnemonic discrimination of objects more than scenes: A web-based, large-scale approach across the lifespan. Cortex, 137, 138-148. https://doi.org/10.1016/j.cortex.2020.12.017 [IF: 3.69]

Johnson*, E. B., Ziegler*, G., Penny, W., Rees, G., Tabrizi, S. J., Scahill, R. I., & Gregory, S. (2021). Dynamics of cortical degeneration over a decade in Huntington's disease. Biological Psychiatry, 89(8), 807-816. https://doi.org/10.1016/j.biopsych.2020.11.009 [IF: 10.6]

2020

Ziegler*, G., Moutoussis*, M., Hauser, T. U., Fearon, P., Bullmore, E. T., Goodyer, I. M., Fonagy, P., Jones, P. B., Lindenberger, U., & Dolan, R. J. (2020). Childhood socio-economic disadvantage predicts reduced myelin growth across adolescence and young adulthood. Human Brain Mapping, 41(12), 3392-3402. https://doi.org/10.1002/hbm.25024 [IF: 4.8] 

Perosa, V., Priester, A., Ziegler, G., Cardenas-Blanco, A., Dobisch, L., Spallazzi, M., Assmann, A., Maass, A., Speck, O., Oltmer, J., Heinze, H. J., Schreiber, S., & Düzel, E. (2020). Hippocampal vascular reserve associated with cognitive performance and hippocampal volume. Brain, 143(2), 622-634. https://doi.org/10.1093/brain/awz383 [IF: 14.5]

Perosa, V., de Boer, L., Ziegler, G., Apostolova, I., Buchert, R., Metzger, C., Amthauer, H., Guitart-Masip, M., Düzel, E., & Betts, M. J. (2020). The Role of the Striatum in Learning to Orthogonalize Action and Valence: A Combined PET and 7 T MRI Aging Study. Cerebral Cortex, 30(5), 3340-3351. https://doi.org/10.1093/cercor/bhz313 [IF: 3.7] 

Vanes, L. D., Moutoussis, M., Ziegler, G., Goodyer, I. M., Fonagy, P., Jones, P. B., Bullmore, E. T., NSPN Consortium, & Dolan, R. J. (2020). White matter tract myelin maturation and its association with general psychopathology in adolescence and early adulthood. Human Brain Mapping, 41(3), 827-839. https://doi.org/10.1002/hbm.24842 [IF: 4.8]

Mihalik, A., Ferreira, F. S., Moutoussis, M., Ziegler, G., Adams, R. A., Rosa, M. J., Prabhu, G., de Oliveira, L., Pereira, M., Bullmore, E. T., Fonagy, P., Goodyer, I. M., Jones, P. B., NeuroScience in Psychiatry Network (NSPN) Consortium, Shawe-Taylor, J., Dolan, R., & Mourão-Miranda, J. (2020). Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain-Behavior Relationships. Biological Psychiatry, 87(4), 368-376. https://doi.org/10.1016/j.biopsych.2019.12.001 [IF: 10.6]

2019

Mihalik, A., Ferreira, F. S., Rosa, M. J., Moutoussis, M., Ziegler, G., Monteiro, J. M., Portugal, L., Adams, R. A., Romero-Garcia, R., Vértes, P. E., Kitzbichler, M. G., Váša, F., Vaghi, M. M., Bullmore, E. T., Fonagy, P., Goodyer, I. M., Jones, P. B., NSPN Consortium, Dolan, R., & Mourão-Miranda, J. (2019). Brain-behaviour modes of covariation in healthy and clinically depressed young people. Scientific Reports, 9(1), 11536. https://doi.org/10.1038/s41598-019-47277-3 [IF: 4.6]

Callaghan, M. F., Lutti, A., Ashburner, J., Balteau, E., Corbin, N., Draganski, B., Helms, G., Kherif, F., Leutritz, T., Mohammadi, S., Phillips, C., Reimer, E., Ruthotto, L., Seif, M., Tabelow, K., Ziegler, G., & Weiskopf, N. (2019). Example dataset for the hMRI toolbox. Data in Brief, 25, 104132. https://doi.org/10.1016/j.dib.2019.104132 [IF: 1.2]

Ziegler*, G., Hauser*, T. U., Moutoussis, M., Bullmore, E. T., Goodyer, I. M., Fonagy, P., Jones P. B., NSPN Consortium, Lindenberger, U., Dolan, R.J. (2019). Compulsivity and impulsivity traits linked to attenuated developmental frontostriatal myelination trajectories. Nature Neuroscience, 22(6), 992-999. https://doi.org/10.1038/s41593-019-0394-3 [IF: 25]

Tabelow, K., Balteau, E., Ashburner, J., Callaghan, M. F., Draganski, B., Helms, G., Kherif, F., Leutritz, T., Lutti, A., Phillips, C., Reimer, E., Ruthotto, L., Seif, M., Weiskopf, N., Ziegler, G. & Mohammadi S. (2019). hMRI - A toolbox for quantitative MRI in neuroscience and clinical research. NeuroImage, 194, 191-210. https://doi.org/10.1016/j.neuroimage.2019.01.029 [IF: 5.7]

2018

Seif, M., Ziegler, G., & Freund, P. (2018). Progressive ventricles enlargement and cerebrospinal fluid volume increases as a marker of neurodegeneration in patients with spinal cord injury: A longitudinal magnetic resonance imaging study. Journal of Neurotrauma, 35(24), 2941-2946. https://www.liebertpub.com/doi/10.1089/neu.2017.5522 [IF: 4.2]

Düzel, E., Berron, D., Schütze, H., Cardenas-Blanco, A., Metzger, C., Betts, M., Ziegler, G., Chen, Y., Dobisch, L., Bittner, D., Glanz, W., Reuter, M., Spottke, A., Rudolph, J., Brosseron, F., Buerger, K., Janowitz, D., Fliessbach, K., Heneka, M., Laske, C., Buchmann, M., Nestor, P., Peters, O., Diesing, D., Li, S., Priller, J., Spruth, E. J., Altenstein, S., Ramirez, A., Schneider, A., Kofler, B., Speck, O., Teipel, S., Kilimann, I., Dyrba, M., Wiltfang, J., Bartels, C., Wolfsgruber, S., Wagner, M., & Jessen, F. (2018). CSF total tau levels are associated with hippocampal novelty irrespective of hippocampal volume. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, 10(1), 782-790. https://doi.org/10.1016/j.dadm.2018.10.003 [IF: 5.3]

Freund, P., Thompson, A., Curt, A., Hupp, M., Weiskopf, N., Grabher, P., Altmann, D., Friston, K., Ashburner, J., & Ziegler, G. (2018). Author response: Progressive neurodegeneration following spinal cord injury: Implications for clinical trials. Neurology, 91(21), 985. https://doi.org/10.1212/WNL.0000000000006540 [IF: 9.9]

Ziegler*, G., Grabher*, P., Thompson, A., Altmann, D., Hupp, M., Ashburner, J., Friston, K., Weiskopf, N., Curt, A., & Freund, P. (2018). Progressive neurodegeneration following spinal cord injury: Implications for clinical trials. Neurology, 90(14), e1257-e1266. https://doi.org/10.1212/WNL.0000000000005258 [IF: 9.9]

Kievit, R. A., Brandmaier, A. M., Ziegler, G., van Harmelen, A-L., de Mooij, S. M. M., Moutoussis, M., Goodyer, I. M., Bullmore, E., Jones, P. B., Fonagy, P., Lindenberger, U., & Dolan, R. J. (2018). Developmental cognitive neuroscience using latent change score models: A tutorial and applications. Developmental Cognitive Neuroscience, 33, 99-117. https://doi.org/10.1016/j.dcn.2017.11.007 [IF: 5.8]

2017

Ziegler, G., Ridgway, G. R., Blakemore, S. J., Ashburner, J., & Penny, W. (2017). Multivariate dynamical modelling of structural change during development. Neuroimage, 147, 746-762. https://doi.org/10.1016/j.neuroimage.2016.12.017 [IF: 5.7]

2016

Friston, K. J., Litvak, V., Oswal, A., Razi, A., Stephan, K. E., van Wijk, B. C. M., Ziegler, G., & Zeidman, P. (2016). Bayesian model reduction and empirical Bayes for group (DCM) studies. NeuroImage, 128, 413-431. https://doi.org/10.1016/j.neuroimage.2015.11.015 [IF: 5.7]

2015

Ziegler, G., Penny, W. D., Ridgway, G. R., Ourselin, S., & Friston, K. J; Alzheimer's Disease Neuroimaging Initiative. (2015). Estimating anatomical trajectories with Bayesian mixed-effects modeling. NeuroImage, 121, 51-68. https://doi.org/10.1016/j.neuroimage.2015.06.094 [IF: 5.7]

Lorenzi*, M., Ziegler*, G., Alexander, D. C., & Ourselin, S. (2015). Efficient Gaussian Process-Based Modelling and Prediction of Image Time Series. Information Processing in Medical Imaging, 24, 626-637. https://doi.org/10.1007/978-3-319-19992-4_49

2014

Ziegler, G., Ridgway, G. R., Dahnke, R., & Gaser, C. (2014). Individualized Gaussian process-based prediction and detection of local and global gray matter abnormalities in elderly subjects. Neuroimage, 97, 333-348. https://doi.org/10.1016/j.neuroimage.2014.04.018 [IF: 5.7]

2013

Ziegler, G., Dahnke, R., Winkler, A. D., & Gaser, C. (2013). Partial least squares correlation of multivariate cognitive abilities and local brain structure in children and adolescents. Neuroimage, 82, 284-294. https://doi.org/10.1016/j.neuroimage.2013.05.088 [IF: 5.7]

2012

Ziegler, G., Dahnke, R., & Gaser, C. (2012). Models of the aging brain structure and individual decline. Frontiers in Neuroinformatics, 6. https://doi.org/10.3389/fninf.2012.00003 [IF: 3.5]

Ziegler, G., Dahnke, R., Jäncke, L., Yotter, R. A., May, A., & Gaser, C. (2012). Brain structural trajectories over the adult lifespan. Human Brain Mapping, 33(10), 2377-2389. https://doi.org/10.1002/hbm.21374 [IF: 4.8]

2011

Yotter, R. A., Nenadic, I., Ziegler, G., Thompson, P. M., & Gaser, C. (2011). Local cortical surface complexity maps from spherical harmonic reconstructions. NeuroImage, 56(3), 961-973. https://doi.org/10.1016/j.neuroimage.2011.02.007 [IF: 5.7]

2010

Franke, K., Ziegler, G., Klöppel, S., & Gaser, C. (2010). Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: exploring the influence of various parameters. NeuroImage, 50(3), 883-892. https://doi.org/10.1016/j.neuroimage.2010.01.005 [IF: 5.7]

2009

Ziegler, G., Dahnke, R., Yeragani, V. K., & Bär, K. J. (2009). The relation of ventromedial prefrontal cortex activity and heart rate fluctuations at rest. European Journal of Neuroscience, 30(11), 2205-2210. https://doi.org/10.1111/j.1460-9568.2009.07008.x [IF: 3.7]

 Manuscripts in preparation

Bernal, J., Menze, I., Yakupov, R., Peters, O., Preis, L., Schneider, L., Herrera, A. L., Priller, J., Spruth, E. J., Altenstein, S., Schneider, A., Fliessbach, K., Wiltfang, J., Schott, B. H., Rostamzadeh, A., Glanz, W., Buerger, K., Janowitz, D., Ewers, M., Perneczky, R., Rauchmann, B. S., Teipel, S., Kilimann, I., Laske, C., Munk, M. H., Spottke, A., Roy, N., Dobisch, L., Dechent, P., Scheffler, K., Hetzer, S., Wolfsgruber, S., Kleineidam, L., Schmid, M., Berger, M., Jessen, F., Schreiber, S., Düzel*, E. & Ziegler*, G. Secondary cortical thinning due to white matter hyperintensity volume growth – A SEM study.

Menze, I., Bernal, J., Yakupov, R., Kaya, P., Aki, Ç., Pfister, M., Geisendörfer, J., Neumann, K., Peters, O., Priller, J., Schneider, A., Fliessbach, K., Wiltfang, J., Buerger, K., Perneczky, R., Teipel, S., Laske, C., Spottke, A., Heneka, M. T., Wagner, M., Ramirez, A., Wolfsgruber, S., Kleineidam, L., Jessen, F., Schreiber, S., Düzel*, E., & Ziegler*, G. Latent change scores of white matter hyperintensities associate to patterns of neuroinflammation and lifestyle – A SEM study.

Suksangkharn, Y., Lattmann, R., Wesenberg J., Vockert, N., Schütze, H., Dobisch, L., Fliessbach, K., Freiesleben, S. D., Glanz, W., Göerß, D., Heneka, M. T., Kilimann, I., Kimmich, O., Kleineidam, L., Laske, C., Lohse, A., Rostamzadeh, A., Metzger, C., Munk, M. H., Peters, O., Preis, L., Priller, J., Scheffler, K., Schneider, A., Spottke, A., Spruth, E. J., Ramirez, A., Röske, S., Roy, N., Teipel, S., Wagner, M., Wiltfang, J., Wolfsgruber, S., Yakupov, R., Zeidman, P., Jessen, F., Schott, B. H., Maass, A., Düzel*, E. & Ziegler*, G. Longitudinal dynamic modelling of memory encoding along the progression towards Alzheimer’s disease – A DCM study.

Lattmann, R., Wesenberg J., Vockert, N., Schütze, H., Dobisch, L., Fliessbach, K., Freiesleben, S. D., Glanz, W., Göerß, D., Heneka, M. T., Kilimann, I., Kimmich, O., Kleineidam, L., Laske, C., Lohse, A., Rostamzadeh, A., Metzger, C., Munk, M. H., Peters, O., Preis, L., Priller, J., Scheffler, K., Schneider, A., Spottke, A., Spruth, E. J., Ramirez, A., Röske, S., Roy, N., Teipel, S., Wagner, M., Wiltfang, J., Wolfsgruber, S., Yakupov, R., Zeidman, P., Jessen, F., Schott, B. H., Maass, A., Ziegler*, G. & Düzel*, E. Functional Hyperactivity increases along the progression towards Alzheimer’s disease – A large scale longitudinal task-fMRI study.

Nemali, A., Bernal-Moyano, J., Yakupov, R., Peters, O., Gref, D., Cosma, N., Preis, J., Priller, J., Spruth, E., Altenstein, S., Lohse, A., Fliessbach, K., Kimmich, O., Vogt, I., Wiltfang, J., Hansen, N., Bartels, C., Schott, B. H., Maier, F., Meiberth, D., Glanz, W., Incesoy, E., Butryn, M., Buerger, K., Janowitz, D., Pernecky, R., Rauchmann, B., Burow, L., Teipel, S., Kilimann, I., Göerß, D., Dyrba, M., Laske, C., Munk, M., Sanzenbacher, C., Müller, S., Spottke, A., Roy, N., Heneka, M., Brosseron, F., Roeske, S., Dobisch, L., Ramirez, A., Ewers, M., Dechent, P., Scheffler, K., Kleineidam, L., Wolfsgruber, S., Wagner, M., Jessen, F., Duzel, E. & Ziegler, G. Tracking Alzheimer disease progression in a cognition-related latent space using deep variational autoencoders.

Matke, M., Prabhu, N., Lehmann, N., Aye, N., Taubert, M., Ziegler, G. Cortical surface-based structural fingerprints predict individual motor-learning improvements over 6 weeks – A multivariate study.

Moutoussis.* M, Ziegler* G.,  Hauser TU, Bullmore ET, Goodyer I, NSPN Consortium, Lindenberger U & Dolan RJ. Coherent change across multiple dimensions of prefrontal microstructure reflect both age-related maturation and development of diverse decision-making abilities during adolescence.

Behrenbruch, N., Incesoy, E., Bernal, J., Menze, I., Vockert, N., Kleineidam, L., Wolfsgruber, S., Heneka, M. T., Wagner, M., Spottke, A., Laske, C., Teipel, S., Perneczky, R., Buerger, K., Wiltfang, J., Fliessbach, K., Schneider, A., Priller, J., Peters, O., Perosa, V., Speck, O., Jessen, F., Duezel, E., Mattern, H., Schreiber, S., Ziegler, G., Maass, A. Reduction of BOLD Signal Fluctuations in the Precuneus Early across the Alzheimer’s Disease Spectrum.