Sudhir Raman

Most-cited papers

1. Computational neuroimaging strategies for single patient predictions

   K. Stephan, F. Schlagenhauf, Q. Huys, Sudhir Raman +8 more

   2017NeuroImage169 citations Open access

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2. TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry

   S. Frässle, Eduardo A. Aponte, Saskia Bollmann, K. Brodersen +17 more

   2021bioRxiv149 citations Open access

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3. A hemodynamic model for layered BOLD signals

   J. Heinzle, P. Koopmans, H. D. den Ouden, Sudhir Raman +1 more

   2016NeuroImage149 citations Open access

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4. The Bayesian group-Lasso for analyzing contingency tables

   Sudhir Raman, Thomas J. Fuchs, P. Wild, E. Dahl +1 more

   2009International Conference on Machine Learning102 citations

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5. mpdcm: A toolbox for massively parallel dynamic causal modeling.

   Eduardo A. Aponte, Sudhir Raman, B. Sengupta, W. Penny +2 more

   2016Journal of Neuroscience Methods35 citations Open access

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6. A hierarchical model for integrating unsupervised generative embedding and empirical Bayes.

   Sudhir Raman, L. Deserno, F. Schlagenhauf, K. Stephan

   2016Journal of Neuroscience Methods21 citations

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7. Automatic Model Selection in Archetype Analysis

   Sandhya Prabhakaran, Sudhir Raman, Julia E. Vogt, Volker Roth

   2012DAGM/OAGM Symposium15 citations

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8. Infinite mixture-of-experts model for sparse survival regression with application to breast cancer

   Sudhir Raman, Thomas J. Fuchs, P. Wild, E. Dahl +2 more

   2010BMC Bioinformatics15 citations Open access

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9. An introduction to thermodynamic integration and application to dynamic causal models

   Eduardo A. Aponte, Yu Yao, Sudhir Raman, S. Frässle +3 more

   2020Cognitive Neurodynamics13 citations Open access

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10. Variational Bayesian inversion for hierarchical unsupervised generative embedding (HUGE)

    Yu Yao, Sudhir Raman, M. Schiek, A. Leff +2 more

    2018NeuroImage9 citations Open access

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11. Sparse Bayesian Regression for Grouped Variables in Generalized Linear Models

    Sudhir Raman, Volker Roth

    2009DAGM-Symposium7 citations

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12. Probabilistic clustering of time-evolving distance data

    Julia E. Vogt, M. Kloft, S. Stark, Sudhir Raman +3 more

    2015Machine-mediated learning4 citations Open access

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13. Bayesian grouped variable selection

    Sudhir Raman

    20122 citations

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14. Serotonin Reduces Belief Stickiness

    Vasco A. Conceição, F. Petzschner, David M Cole, Katharina V. Wellstein +3 more

    2023bioRxiv1 citations Open access

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15. Sparse Point Estimation for Bayesian Regression via Simulated Annealing

    Sudhir Raman, Volker Roth

    2012DAGM/OAGM Symposium1 citations

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16. Thermodynamic integration for dynamic causal models

    Eduardo A. Aponte, Sudhir Raman, S. Frässle, J. Heinzle +2 more

    2018bioRxiv0 citations Open access

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