ReviewClinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology2022
Computational Neuroscience Approach to Psychiatry: A Review on Theory-driven Approaches.
Review in Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
- Examining the Effectiveness of Acceptance and Commitment Therapy on the Cognitive Functions of Patients with Systemic Lupus Erythematosus.Iranian journal of psychiatry · 2026Article
- Behavioral and computational perspectives on emotion regulation and subjective wellbeing: an integrative review with a focus on adolescents.Frontiers in psychology · 2026Review
- The Therapeutic Effect of High-definition 1-Hz Transcranial Alternating Current Stimulation in PTSD: A Randomized Controlled Trial.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2025Article
- Science Beyond Consensus: Defending Open Inquiry in Sensitive Scientific Debates.Iranian journal of psychiatry · 2025Article
- Development and Piloting of Co.Ge.: A Web-Based Digital Platform for Generative and Clinical Cognitive Assessment.Journal of personalized medicine · 2025Article
- An attention-based fuzzy CNN-LTSM network for visual object recognition from fMRI images.Journal of computational neuroscience · 2025Article
- Effectiveness of fMRI-based Neurofeedback Therapy on Depression: A Systematic Review.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2025Review
- Task-Related EEG as a Biomarker for Preclinical Alzheimer's Disease: An Explainable Deep Learning Approach.Biomimetics (Basel, Switzerland) · 2025Article
- Mediating Role of Mindfulness and Self-Regulation in the Relationship between Perceived Stress and Subjective Well-Being among University Students.Iranian journal of psychiatry · 2025Article
- A Systematic Review of EEG Studies on the Neural Effects of Quran Listening.Iranian journal of psychiatry · 2025Review
- On the Effects of Non-Invasive Brain Stimulation Techniques on Developmental Dyslexia: A Systematic Review of Randomized Controlled Trials.Iranian journal of psychiatry · 2025Review
- Mediating Role of Cognitive Flexibilities in the Relationship between Parenting Styles and Self-Esteem among Children.Iranian journal of psychiatry · 2025Article
- An experimental and computational investigation of executive functions and inner speech in schizophrenia spectrum disorders.Scientific reports · 2025Article
- An interpretable XAI deep EEG model for schizophrenia diagnosis using feature selection and attention mechanisms.Frontiers in oncology · 2025Article
- Applications of Behavioral Economics and Neuroeconomics in Mental Health.Iranian journal of psychiatry · 2025Review
- The Algorithmic Agent Perspective and Computational Neuropsychiatry: From Etiology to Advanced Therapy in Major Depressive Disorder.Entropy (Basel, Switzerland) · 2024Article
- The Impact of Chronic Exercise on Cognitive Function: An Overview of Reviews.Iranian journal of psychiatry · 2024Review
- Exploring Brain Activity in Different Mental Cognitive Workloads.Iranian journal of psychiatry · 2024Article
- Comparison of Brain Activity between Patients with Parkinson Disease Dementia and Patients Affected by Dementia with Lewy Body through EEG Analysis.Iranian journal of psychiatry · 2024Article
- Linear and nonlinear analysis of multimodal physiological data for affective arousal recognition.Cognitive neurodynamics · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Translating progress in neuroscience into clinical benefits for patients with psychiatric disorders is challenging because it involves the brain as the most complex organ and its interaction with a complex environment and condition. Dealing with such complexity requires powerful techniques. Computational neuroscience approach to psychiatry integrates multiple levels and types of simulation, analysis and computation according to the different types of computational models to enhance comprehending, prediction and treatment of psychiatric disorder. This approach comprises two approaches: theory-driven and data-driven. In this review, we focus on recent advances in theory-driven approaches that mathematically and mechanistically examine the relationships between disorder-related changes and behavior at different level of brain organization. We discuss recent progresses in computational neuroscience models that relate to psychiatry and show how principles of neural computational modeling can be employed to explain psychopathology.
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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.