Kay H. Brodersen

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Klaas Enno StephanTranslational Neuromodeling Unit (TNU), IBT, University of Zurich and ETH ZurichVerified email at uzh.ch
Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
Ekaterina LomakinaGoogle Inc.Verified email at google.com
Chris MathysProfessor of Cognitive Science, Aarhus University, DenmarkVerified email at cas.au.dk
Cheng Soon OngData61, CSIRO, CanberraVerified email at anu.edu.au
jean daunizeauINSERM / Paris Brain Institute (ICM), Paris, FranceVerified email at icm-institute.org
Sandra IglesiasTranslational Neuromodeling Unit (TNU), University of Zurich & ETH ZurichVerified email at biomed.ee.ethz.ch
Lars KasperLead MRI Physicist, Toronto NeuroImaging Facility (ToNI), Dept. of Psychology, University of TorontoVerified email at utoronto.ca
Chia-shu LinProfessor, National Yang Ming Chiao Tung UniversityVerified email at nycu.edu.tw
Irene TraceyUniversity of OxfordVerified email at ndcn.ox.ac.uk
Karl FristonUniversity College LondonVerified email at ucl.ac.uk
Steven ScottAible, Inc.Verified email at aible.com
Ulrike BingelProfessor of Clinical Neuroscience, University Medicine Essen, University Duisburg-EssenVerified email at uk-essen.de
Markus PlonerProfessor of Human Pain Research, Technical University of MunichVerified email at tum.de
Tim BehrensProfessor of Computational Neuroscience, University of Oxford. Honorary Prof, UCLVerified email at fmrib.ox.ac.uk
Florian Schlagenhauf1Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, HumboldtVerified email at charite.de
Raymond DolanUCLVerified email at ucl.ac.uk
James R KoehlerDistinguished Statistician, VideoAmp Inc.Verified email at videoamp.com
Will PennyProfessor of Imaging Neuroscience UCLVerified email at ucl.ac.uk
Hanneke den OudenAssociate Professor, Radboud University NijmegenVerified email at donders.ru.nl

Kay H. Brodersen

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Data science Causal inference Bayesian statistics Time-series analysis Machine learning


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The balanced accuracy and its posterior distribution KH Brodersen, CS Ong, KE Stephan, JM Buhmann 2010 20th international conference on pattern recognition, 3121-3124, 2010	1850	2010
Inferring causal impact using Bayesian structural time-series models KH Brodersen, F Gallusser, J Koehler, N Remy, SL Scott	1056	2015
Anterior insula integrates information about salience into perceptual decisions about pain K Wiech, C Lin, KH Brodersen, U Bingel, M Ploner, I Tracey Journal of Neuroscience 30 (48), 16324-16331, 2010	509	2010
Uncertainty in perception and the Hierarchical Gaussian Filter CD Mathys, EI Lomakina, J Daunizeau, S Iglesias, KH Brodersen, ... Frontiers in human neuroscience 8, 825, 2014	446	2014
Hierarchical prediction errors in midbrain and basal forebrain during sensory learning S Iglesias, C Mathys, KH Brodersen, L Kasper, M Piccirelli, ... Neuron 80 (2), 519-530, 2013	383	2013
Dissecting psychiatric spectrum disorders by generative embedding KH Brodersen, L Deserno, F Schlagenhauf, Z Lin, WD Penny, ... NeuroImage: Clinical 4, 98-111, 2014	209	2014
Decoding the perception of pain from fMRI using multivariate pattern analysis KH Brodersen, K Wiech, EI Lomakina, C Lin, JM Buhmann, U Bingel, ... NeuroImage 63, 1162-1170, 2012	201	2012
Generative embedding for model-based classification of fMRI data KH Brodersen, TM Schofield, AP Leff, CS Ong, EI Lomakina, JM Buhmann, ... PLoS computational biology 7 (6), e1002079, 2011	194	2011
Computational neuroimaging strategies for single patient predictions KE Stephan, F Schlagenhauf, QJM Huys, S Raman, EA Aponte, ... Neuroimage 145, 180-199, 2017	171	2017
Segregated encoding of reward–identity and stimulus–reward associations in human orbitofrontal cortex MC Klein-Flügge, HC Barron, KH Brodersen, RJ Dolan, TEJ Behrens Journal of Neuroscience 33 (7), 3202-3211, 2013	157	2013
Laminar activity in the hippocampus and entorhinal cortex related to novelty and episodic encoding A Maass, H Schütze, O Speck, A Yonelinas, C Tempelmann, HJ Heinze, ... Nature communications 5 (1), 5547, 2014	122	2014
The binormal assumption on precision-recall curves KH Brodersen, CS Ong, KE Stephan, JM Buhmann 2010 20th international conference on pattern recognition, 4263-4266, 2010	99	2010
TAPAS: an open-source software package for translational neuromodeling and computational psychiatry S Frässle, EA Aponte, S Bollmann, KH Brodersen, CT Do, OK Harrison, ... Frontiers in psychiatry 12, 680811, 2021	97	2021
Reward-guided learning with and without causal attribution G Jocham, KH Brodersen, AO Constantinescu, MC Kahn, AM Ianni, ... Neuron 90 (1), 177-190, 2016	87	2016
A Model-Based Approach to Predicting Graduate-Level Performance Using Indicators of Undergraduate-Level Performance. J Zimmermann, KH Brodersen, HR Heinimann, JM Buhmann Journal of Educational Data Mining 7 (3), 151-176, 2015	82	2015
Systems and methods for anomaly detection and guided analysis using structural time-series models KH Brodersen, H Garnes, D Meretakis, O Bachmann, SL Scott US Patent 20,160,062,950, 2016	70	2016
Decoding genderdimorphism of the human brain using multimodal anatomical and diffusion MRI data. DL Feis, KH Brodersen, DY von Cramon, E Luders, M Tittgemeyer NeuroImage, 2013	70	2013
Atypical processing of uncertainty in individuals at risk for psychosis DM Cole, AO Diaconescu, UJ Pfeiffer, KH Brodersen, CD Mathys, ... NeuroImage: Clinical 26, 102239, 2020	60	2020
Variance reduction in bipartite experiments through correlation clustering J Pouget-Abadie, K Aydin, W Schudy, K Brodersen, V Mirrokni Advances in Neural Information Processing Systems 32, 2019	58	2019
Probabilistic performance evaluation for multiclass classification using the posterior balanced accuracy H Carrillo, KH Brodersen, JA Castellanos ROBOT2013: First Iberian Robotics Conference: Advances in Robotics, Vol. 1 …, 2014	56	2014

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