ArticleBiological psychology2021
Gut inference: A computational modelling approach.
Article in Biological psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
28 citing papers in PubMed.
- Change starts with the body: Interoceptive appreciation mediates the effect of mindfulness training on behavior change - an effect moderated by depression severity.Psychiatry research · 2024Trial
- Placebo Analgesia Does Not Generalize From Pain to Interoceptive Abilities: A Preregistered Exploratory Study.Psychophysiology · 2026Article
- Exposure to false cardiac feedback alters pain perception and anticipatory cardiac frequency.eLife · 2026Article
- Towards a Mathematical Structure of Global Phenomenal Consciousness.Entropy (Basel, Switzerland) · 2026Article
- A Holistic and Dynamic Network-Level View of the Autonomic Nervous System.Annual review of biomedical engineering · 2026Review
- Assessment of gut-brain interactions: reframing DGBI symptoms from visceral hypersensitivity to computational interoceptive overfitting.Frontiers in physiology · 2026Article
- Multimodal Psychophysiological Assessment Reveals Gastric but Not Cardiac Interoception Deficits in Disorders of Gut-Brain Interaction.Psychophysiology · 2025Article
- Altered Gastrointestinal Interoception in Anorexia Nervosa Predicts Relapse.medRxiv : the preprint server for health sciences · 2025Article
- A GI-Interoceptive Threat Theory of Restrictive Eating: Insights From Active Inference and Chronic Pain.Brain and behavior · 2025Review
- The role of affective states in computational psychiatry.The international journal of neuropsychopharmacology · 2025Review
- The relevance of cardiac and gastric interoception for disordered eating behavior.Journal of eating disorders · 2025Article
- Investigating the modulation of gastric sensations and disposition toward food with taVNS.Psychophysiology · 2025Article
- Computational Approaches for Uncovering Interoceptive Mechanisms in Psychiatric Disorders and Their Biological Basis.Current topics in behavioral neurosciences · 2025Review
- Deep computational neurophenomenology: a methodological framework for investigating the how of experience.Neuroscience of consciousness · 2025Article
- Body as First Teacher: The Role of Rhythmic Visceral Dynamics in Early Cognitive Development.Perspectives on psychological science : a journal of the Association for Psychological Science · 2025Article
- Transdiagnostic failure to adapt interoceptive precision estimates across affective, substance use, and eating disorders: A replication and extension of previous results.Biological psychology · 2024Article
- Interoception in anxiety, depression, and psychosis: a review.EClinicalMedicine · 2024Review
- The neurobiology of interoception and affect.Trends in cognitive sciences · 2024Review
- Interoception: Where do we go from here?Quarterly journal of experimental psychology (2006) · 2024Article
- Updating Prospective Self-Efficacy Beliefs About Cardiac Interoception in Anorexia Nervosa: An Experimental and Computational Study.Computational psychiatry (Cambridge, Mass.) · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Neurocomputational theories have hypothesized that Bayesian inference underlies interoception, which has become a topic of recent experimental work in heartbeat perception. To extend this approach beyond cardiac interoception, we describe the application of a Bayesian computational model to a recently developed gastrointestinal interoception task completed by 40 healthy individuals undergoing simultaneous electroencephalogram (EEG) and peripheral physiological recording. We first present results that support the validity of this modelling approach. Second, we provide a test of, and confirmatory evidence supporting, the neural process theory associated with a particular Bayesian framework (active inference) that predicts specific relationships between computational parameters and event-related potentials in EEG. We also offer some exploratory evidence suggesting that computational parameters may influence the regulation of peripheral physiological states. We conclude that this computational approach offers promise as a tool for studying individual differences in gastrointestinal interoception.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.