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Generative embedding for model-based classification of fMRI data.
Brodersen KH, Schofield TM, Leff AP, Ong CS, Lomakina EI, Buhmann JM, Stephan KE. Brodersen KH, et al. Among authors: buhmann jm. PLoS Comput Biol. 2011 Jun;7(6):e1002079. doi: 10.1371/journal.pcbi.1002079. Epub 2011 Jun 23. PLoS Comput Biol. 2011. PMID: 21731479 Free PMC article.
Model-based feature construction for multivariate decoding.
Brodersen KH, Haiss F, Ong CS, Jung F, Tittgemeyer M, Buhmann JM, Weber B, Stephan KE. Brodersen KH, et al. Among authors: buhmann jm. Neuroimage. 2011 May 15;56(2):601-15. doi: 10.1016/j.neuroimage.2010.04.036. Epub 2010 Apr 18. Neuroimage. 2011. PMID: 20406688 Free PMC article.
Decoding the perception of pain from fMRI using multivariate pattern analysis.
Brodersen KH, Wiech K, Lomakina EI, Lin CS, Buhmann JM, Bingel U, Ploner M, Stephan KE, Tracey I. Brodersen KH, et al. Among authors: buhmann jm. Neuroimage. 2012 Nov 15;63(3):1162-70. doi: 10.1016/j.neuroimage.2012.08.035. Epub 2012 Aug 18. Neuroimage. 2012. PMID: 22922369 Free PMC article.
Variational Bayesian mixed-effects inference for classification studies.
Brodersen KH, Daunizeau J, Mathys C, Chumbley JR, Buhmann JM, Stephan KE. Brodersen KH, et al. Among authors: buhmann jm. Neuroimage. 2013 Aug 1;76:345-61. doi: 10.1016/j.neuroimage.2013.03.008. Epub 2013 Mar 16. Neuroimage. 2013. PMID: 23507390 Free article.
Dissecting psychiatric spectrum disorders by generative embedding.
Brodersen KH, Deserno L, Schlagenhauf F, Lin Z, Penny WD, Buhmann JM, Stephan KE. Brodersen KH, et al. Among authors: buhmann jm. Neuroimage Clin. 2013 Nov 16;4:98-111. doi: 10.1016/j.nicl.2013.11.002. eCollection 2014. Neuroimage Clin. 2013. PMID: 24363992 Free PMC article. Review.
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: buhmann jm. Neuroimage. 2015 Sep;118:133-45. doi: 10.1016/j.neuroimage.2015.05.084. Epub 2015 Jun 3. Neuroimage. 2015. PMID: 26048619
Regression DCM for fMRI.
Frässle S, Lomakina EI, Razi A, Friston KJ, Buhmann JM, Stephan KE. Frässle S, et al. Among authors: buhmann jm. Neuroimage. 2017 Jul 15;155:406-421. doi: 10.1016/j.neuroimage.2017.02.090. Epub 2017 Mar 1. Neuroimage. 2017. PMID: 28259780 Free article.
A generative model of whole-brain effective connectivity.
Frässle S, Lomakina EI, Kasper L, Manjaly ZM, Leff A, Pruessmann KP, Buhmann JM, Stephan KE. Frässle S, et al. Among authors: buhmann jm. Neuroimage. 2018 Oct 1;179:505-529. doi: 10.1016/j.neuroimage.2018.05.058. Epub 2018 May 25. Neuroimage. 2018. PMID: 29807151 Free article.
Near-optimal experimental design for model selection in systems biology.
Busetto AG, Hauser A, Krummenacher G, Sunnåker M, Dimopoulos S, Ong CS, Stelling J, Buhmann JM. Busetto AG, et al. Among authors: buhmann jm. Bioinformatics. 2013 Oct 15;29(20):2625-32. doi: 10.1093/bioinformatics/btt436. Epub 2013 Jul 29. Bioinformatics. 2013. PMID: 23900189 Free PMC article.
77 results