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Inversion of hierarchical Bayesian models using Gaussian processes.
Lomakina EI, Paliwal S, Diaconescu AO, Brodersen KH, Aponte EA, Buhmann JM, Stephan KE. Lomakina EI, et al. Among authors: aponte ea. Neuroimage. 2015 Sep;118:133-45. doi: 10.1016/j.neuroimage.2015.05.084. Epub 2015 Jun 3. Neuroimage. 2015. PMID: 26048619
Computational neuroimaging strategies for single patient predictions.
Stephan KE, Schlagenhauf F, Huys QJM, Raman S, Aponte EA, Brodersen KH, Rigoux L, Moran RJ, Daunizeau J, Dolan RJ, Friston KJ, Heinz A. Stephan KE, et al. Among authors: aponte ea. Neuroimage. 2017 Jan 15;145(Pt B):180-199. doi: 10.1016/j.neuroimage.2016.06.038. Epub 2016 Jun 22. Neuroimage. 2017. PMID: 27346545 Free article. Review.
Generative models for clinical applications in computational psychiatry.
Frässle S, Yao Y, Schöbi D, Aponte EA, Heinzle J, Stephan KE. Frässle S, et al. Among authors: aponte ea. Wiley Interdiscip Rev Cogn Sci. 2018 May;9(3):e1460. doi: 10.1002/wcs.1460. Epub 2018 Jan 25. Wiley Interdiscip Rev Cogn Sci. 2018. PMID: 29369526 Review.
TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry.
Frässle S, Aponte EA, Bollmann S, Brodersen KH, Do CT, Harrison OK, Harrison SJ, Heinzle J, Iglesias S, Kasper L, Lomakina EI, Mathys C, Müller-Schrader M, Pereira I, Petzschner FH, Raman S, Schöbi D, Toussaint B, Weber LA, Yao Y, Stephan KE. Frässle S, et al. Among authors: aponte ea. Front Psychiatry. 2021 Jun 2;12:680811. doi: 10.3389/fpsyt.2021.680811. eCollection 2021. Front Psychiatry. 2021. PMID: 34149484 Free PMC article. Review.
13 results