Stephan, Klaas E.

Dynamic causal modelling: A critical review of the biophysical and statistical foundations

Daunizeau, J., David, O., & Stephan, K. E. (2011) · NeuroImage

Functional Brain Connectivity StudiesNeural dynamics and brain function

Cited by 331

A Bayesian perspective on magnitude estimation

Petzschner, F. H., Glasauer, S., & Stephan, K. E. (2015) · Trends in Cognitive Sciences

Multisensory perception and integrationVisual perception and processing mechanisms

Cited by 327

Anterolateral prefrontal cortex mediates the analgesic effect of expected and perceived control over pain

Wiech, K., Kalisch, R., Weiskopf, N., Pleger, B., Stephan, K. E., & Dolan, R. J. (2006) · The Journal of Neuroscience

Pain Management and Placebo EffectNeural and Behavioral Psychology Studies

Cited by 323

Free Energy, Precision and Learning: The Role of Cholinergic Neuromodulation

Moran, R. J., Campo, P., Symmonds, M., Stephan, K. E., Dolan, R. J., & Friston, K. J. (2013) · The Journal of Neuroscience

Embodied and Extended CognitionNeural dynamics and brain function

Cited by 312

A Dual Role for Prediction Error in Associative Learning

den Ouden, H. E. M., Friston, K. J., Daw, N. D., McIntosh, A. R., & Stephan, K. E. (2009) · Cerebral Cortex

Multisensory perception and integrationVisual perception and processing mechanisms

Cited by 306

Striatal Prediction Error Modulates Cortical Coupling

den Ouden, H. E. M., Daunizeau, J., Roiser, J., Friston, K. J., & Stephan, K. E. (2010) · The Journal of Neuroscience

Motor Control and AdaptationNeural and Behavioral Psychology Studies

Cited by 304

Network discovery with DCM

Friston, K. J., Li, B., Daunizeau, J., & Stephan, K. E. (2011) · NeuroImage

Functional Brain Connectivity StudiesBayesian Modeling and Causal Inference

Cited by 283

Do patients with schizophrenia exhibit aberrant salience?

Roiser, J. P., Stephan, K. E., den Ouden, H. E. M., Barnes, T. R. E., Friston, K. J., & Joyce, E. M. (2009) · Psychological Medicine

Schizophrenia research and treatmentNeural and Behavioral Psychology Studies

Cited by 262

Computational approaches to psychiatry

Stephan, K. E., & Mathys, C. (2014) · Current Opinion in Neurobiology

Mental Health Research TopicsFunctional Brain Connectivity Studies

Cited by 260

Task and Content Modulate Amygdala-Hippocampal Connectivity in Emotional Retrieval

Smith, A. P. R., Stephan, K. E., Rugg, M. D., & Dolan, R. J. (2006) · Neuron

Memory and Neural MechanismsMemory Processes and Influences

Cited by 252

Focus of attention modulates the heartbeat evoked potential

Petzschner, F. H., Weber, L. A., Wellstein, K. V., Paolini, G., Do, C. T., & Stephan, K. E. (2019) · NeuroImage

Heart Rate Variability and Autonomic ControlPsychosomatic Disorders and Their Treatments

Cited by 248

Repetition suppression and plasticity in the human brain

Garrido, M. I., Kilner, J. M., Kiebel, S. J., Stephan, K. E., Baldeweg, T., & Friston, K. J. (2009) · NeuroImage

Neuroscience and Music PerceptionNeural dynamics and brain function

Cited by 223

Inferring on the intentions of others by hierarchical Bayesian learning

Diaconescu, A. O., Mathys, C., Weber, L. A. E., Daunizeau, J., Kasper, L., Lomakina, E. I., Fehr, E., & Stephan, K. E. (2014) · PLoS Computational Biology

Child and Animal Learning DevelopmentDecision-Making and Behavioral Economics

Cited by 219

Analyzing effective connectivity with functional magnetic resonance imaging

Stephan, K. E., & Friston, K. J. (2010) · WIREs Cognitive Science

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 202

Decoding the perception of pain from fMRI using multivariate pattern analysis

Brodersen, K. H., Wiech, K., Lomakina, E. I., Lin, C.-S., Buhmann, J. M., Bingel, U., Ploner, M., Stephan, K. E., & Tracey, I. (2012) · NeuroImage

Pain Mechanisms and TreatmentsPain Management and Placebo Effect

Cited by 200

Dynamic causal models of steady-state responses

Moran, R. J., Stephan, K. E., Seidenbecher, T., Pape, H.-C., Dolan, R. J., & Friston, K. J. (2009) · NeuroImage

Neural dynamics and brain functionFunctional Brain Connectivity Studies

Cited by 195

Stratified medicine for mental disorders

Schumann, G., Binder, E. B., Holte, A., de Kloet, E. R., Oedegaard, K. J., Robbins, T. W., Walker-Tilley, T. R., Bitter, I., Brown, V. J., Buitelaar, J., et al. (2014) · European Neuropsychopharmacology

Mental Health and PsychiatryMental Health Research Topics

Cited by 186

Computational psychosomatics and computational psychiatry: Toward a joint framework for differential diagnosis

Petzschner, F. H., Weber, L. A. E., Gard, T., & Stephan, K. E. (2017) · Biological Psychiatry

Embodied and Extended CognitionPsychosomatic Disorders and Their Treatments

Cited by 181

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis

Stephan, K. E., Bach, D. R., Fletcher, P. C., Flint, J., Frank, M. J., Friston, K. J., Heinz, A., Huys, Q. J. M., Owen, M. J., Binder, E. B., et al. (2016) · The Lancet Psychiatry

Mental Health and PsychiatryMental Health Research Topics

Cited by 180

Dissecting psychiatric spectrum disorders by generative embedding

Brodersen, K. H., Deserno, L., Schlagenhauf, F., Lin, Z., Penny, W. D., Buhmann, J. M., & Stephan, K. E. (2014) · NeuroImage: Clinical

Functional Brain Connectivity StudiesMental Health Research Topics

Cited by 173

Generalised Filtering

Friston, K., Stephan, K., Li, B., & Daunizeau, J. (2010) · Mathematical Problems in Engineering

Target Tracking and Data Fusion in Sensor NetworksGaussian Processes and Bayesian Inference

Cited by 171

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

Frässle, S., Aponte, E. A., Bollmann, S., Brodersen, K. H., Do, C. T., Harrison, O. K., Harrison, S. J., Heinzle, J., Iglesias, S., Kasper, L., et al. (2021) · Frontiers in Psychiatry

Functional Brain Connectivity StudiesUndergraduate Neuroscience Education and Research

Cited by 169

Translational perspectives for computational neuroimaging

Stephan, K. E., Iglesias, S., Heinzle, J., & Diaconescu, A. O. (2015) · Neuron

Functional Brain Connectivity StudiesNeural and Behavioral Psychology Studies

Cited by 169

Modelling trial-by-trial changes in the mismatch negativity

Lieder, F., Daunizeau, J., Garrido, M. I., Friston, K. J., & Stephan, K. E. (2013) · PLoS Computational Biology

Neural dynamics and brain functionNeuroscience and Music Perception

Cited by 168