Soch J, Richter A, Schütze H, Kizilirmak J M, Assmann A, Knopf Lea, Raschick M, Schult A, Maass, A, Ziegler G, Richardson-Klavehn A, Duzel E, Schott B (2021), Bayesian model selection favors parametric over categorical fMRI subsequent memory models in young and older adults. NeuroImage, 230:117820. [IF: 5.9]

Güsten J, Berron D, Düzel E, Ziegler G (2021), Bayesian modeling of item heterogeneity in dichotomous recognition memory data and prospects for computerized adaptive testing, Preprint available:

Lehmann N, Aye N, Kaufmann J, Heinze HJ, 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. [IF: 3.0]

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. [IF: 4.3]

Johnson* E, Ziegler* G, Penny W, Rees G, Tabrizi SJ, Scahill R, Gregory S (2021), Dynamics of cortical degeneration over a decade in Huntington's Disease, Biological Psychiatry, 89:807–816. [IF: 12.09]


Güsten, J., Ziegler, G., Düzel, E., Berron, D., Age impairs mnemonic discrimination of objects more than scenes: a web-based, large-scale approach across the lifespan, Cortex, accepted, [IF: 4.3]

Johnson*, E., Ziegler*, G., Penny, W., Rees, G., Tabrizi, S. J., Scahill, R., Gregory, S., Dynamics of cortical degeneration over a decade in Huntington's Disease, Biol Psych., accepted, [IF: 12.09], Preprint available:

Ziegler*, G., Moutoussis*, M., Hauser, T., Bullmore, E. T., Goodyer, I., Fonagy, P., Jones, P. B., NSPN Consortium, Lindenberger, U. & Dolan, R. J. (2020), Childhood socio-economic disadvantage predicts reduced myelin growth across adolescence and young adulthood, HBM, 41:2292-2402. [IF: 4.96] 

Perosa V, Priester A, Ziegler G, Cardenas-Blanco A, Dobisch L, Spallazzi M, Assmann A, Maass A, Speck O, Oltmer J, Heinze HJ, Schreiber S, Duzel E (2020). Hippocampal vascular reserve associated with cognitive performance and hippocampal volume. Brain, 143:622-634. [IF: 11.8]

Perosa V, de Boer L, Ziegler G, Apostolova I, Buchert R, Metzger G, Holger Amthauer, Guitart-Masip M, Düzel E, Matthew J. Betts MJ (2020). The Role of the Striatum in Learning to Orthogonalize Action and Valence: A Combined PET and 7 T MRI Aging Study. Cereb Cortex, 50:474. [IF: 5.4] 


Vanes LD, Moutoussis M, Ziegler G, Goodyer IM, Fonagy P, Jones PB, Bullmore ET, NSPN Consortium, Dolan RJ (2019). White matter tract myelin maturation and its association with general psychopathology in adolescence and early adulthood.  HBM, 75:287. [IF: 4.96]

Mihalik, A., Ferreira, F. S., Moutoussis, M., Ziegler., G., Adams, R. A., Rosa, M. J., Prabhu, ….., Dolan, R., Mourao-Miranda, J. (2019). Multiple holdouts with stability: Improving the generalizability of machine learning analyses of brain–behavior relationships. Biol. Psych., 87 (4), 368-376 [IF: 12.09]

Mihalik A, Ferreira FS, Rosa MJ, Moutoussis M, Ziegler G, Monteiro JM, Portugal L, Adams RA, Romero-Garcia R, Vértes PE, Kitzbichler MG, Váša F, Vaghi MM, Bullmore ET, Fonagy P, Goodyer IM, Jones PB, NSPN Consortium, Dolan RJ, Mourão-Miranda J (2019). Brain-behaviour modes of covariation in healthy and clinically depressed young people. Sci Rep. 9:11536–11. [IF:4.5]

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 Callaghan. Data in Brief. 25:104-132. [0.97]

Ziegler*, G., Hauser*, T., Moutoussis, M., Bullmore, E. T., Goodyer, I., Fonagy, P., Jones, P. B., NSPN Consortium, Lindenberger, U. & Dolan, R. J. (2019) Compulsivity and impulsivity are linked to attenuated developmental fronto-striatal myelination trajectories. Nature Neuroscience. 101:8174. [IF: 19.9]

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. [IF: 5.46]


Seif, M., Ziegler, G., & Freund, P. (2018). Progressive ventricles enlargement and CSF volume increases as a marker of neurodegeneration in SCI patients: A longitudinal MRI study. Journal of Neurotrauma, neu.2017.5522. [IF: 5]

Düzel, E., Berron, D., Schütze, H., Cardenas-Blanco, A., Metzger, C., Betts, M., Ziegler, G., et al., CSF total tau levels are associated with hippocampal novelty irrespective of hippocampal volume. (2018). CSF total tau levels are associated with hippocampal novelty irrespective of hippocampal volume. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, 10, 782–790.

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), 985-985. [IF: 8.3]

Ziegler*, G., Grabher*, P., Thompson, A., Altmann, D., Hupp, M., Ashburner, J., Friston K. J., Weiskopf N., Curt A., & Freund, P. (2018). Progressive neurodegeneration following spinal cord injury: implications for clinical trials. Neurology, 90(14), e1257–e1266. [IF: 8.3]

Kievit, R., Brandmaier, A., Ziegler, G., van Harmelen, A.-L., de Mooij, S., Moutoussis, M., Goodyer, I., Bullmore, E., Jones, P., Fonagy, P., the Neuroscience in Psychiatry Network (NSPN) Consortium, Lindenberger, U., & Dolan, R. J. (2018). Developmental cognitive neuroscience using latent change score models: A tutorial and applications. Developmental Cognitive Neuroscience, 33, 99-117. [IF: 4.3]


Ziegler, G., Ridgway, G. R., Blakemore, S.-J., Ashburner, J., & Penny, W. (2017). Multivariate Dynamical Modelling of Structural Change during Development. NeuroImage, 128, 746-762. [IF: 5.46]


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. [IF: 5.46]


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. [IF: 5.46]

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 (IPMI): Proceedings of the Conference, 24 (Chapter 49), 626-637. [IF: 2.09]


Ziegler, G., Ridgway, G. R., Dahnke, R., Gaser, C., & Alzheimers Disease Neuroimaging Initiative ADNI. (2014). Individualized Gaussian process-based prediction and detection of local and global gray matter abnormalities in elderly subjects. NeuroImage, 97, 333-348. [IF: 5.46]


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. [IF: 5.46]


Ziegler, G., Dahnke, R., Gaser, C., the Alzheimer Disease Neuroimaging Initiative. (2012). Models of the Aging Brain Structure and Individual Decline. Frontiers in Neuroinformatics, 6, 3. [IF: 3.04]

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, 2377-2389. [IF: 4.96]


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. [IF: 5.46]


Franke, K., Ziegler, G., Kloeppel, S., Gaser, C., the Alzheimer Disease Neuroimaging Initiative. (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. [IF: 5.46]


Ziegler, G., Dahnke, R., Yeragani, V. K., & Bär, K.-J. (2009). The relation of ventromedial prefrontal cortex activity and heart rate fluctuations at rest. The European Journal of Neuroscience, 30(11), 2205-2210. [IF: 2.98]

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