Related references
Note: Only part of the references are listed.EEG alpha asymmetry as a gender-specific predictor of outcome to acute treatment with different antidepressant medications in the randomized iSPOT-D study
Martijn Arns et al.
CLINICAL NEUROPHYSIOLOGY (2016)
Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia
Junghoe Kim et al.
NEUROIMAGE (2016)
Functional Neuroimaging of Avoidance Habits in Obsessive-Compulsive Disorder
Claire M. Gillan et al.
AMERICAN JOURNAL OF PSYCHIATRY (2015)
The Brain's Response to Reward Anticipation and Depression in Adolescence: Dimensionality, Specificity, and Longitudinal Predictions in a Community-Based Sample
Argyris Stringaris et al.
AMERICAN JOURNAL OF PSYCHIATRY (2015)
Depression: A Decision-Theoretic Analysis
Quentin J. M. Huys et al.
ANNUAL REVIEW OF NEUROSCIENCE, VOL 38 (2015)
Predicting the Naturalistic Course of Major Depressive Disorder Using Clinical and Multimodal Neuroimaging Information: A Multivariate Pattern Recognition Study
Lianne Schmaal et al.
BIOLOGICAL PSYCHIATRY (2015)
Bayesian neural adjustment of inhibitory control predicts emergence of problem stimulant use
Katia M. Harle et al.
BRAIN (2015)
Utility of event-related potentials in predicting antidepressant treatment response: An iSPOT-D report
Rik van Dinteren et al.
EUROPEAN NEUROPSYCHOPHARMACOLOGY (2015)
Frontal and rostral anterior cingulate (rACC) theta EEG in depression: Implications for treatment outcome?
Martijn Arns et al.
EUROPEAN NEUROPSYCHOPHARMACOLOGY (2015)
fMRI and EEG Predictors of Dynamic Decision Parameters during Human Reinforcement Learning
Michael J. Frank et al.
JOURNAL OF NEUROSCIENCE (2015)
Understanding and predicting suicidality using a combined genomic and clinical risk assessment approach
A. B. Niculescu et al.
MOLECULAR PSYCHIATRY (2015)
Arithmetic and local circuitry underlying dopamine prediction errors
Neir Eshel et al.
NATURE (2015)
Anxious individuals have difficulty learning the causal statistics of aversive environments
Michael Browning et al.
NATURE NEUROSCIENCE (2015)
The dopamine theory of addiction: 40 years of highs and lows
David J. Nutt et al.
NATURE REVIEWS NEUROSCIENCE (2015)
The neural bases of emotion regulation
Amit Etkin et al.
NATURE REVIEWS NEUROSCIENCE (2015)
Translational Perspectives for Computational Neuroimaging
Klaas E. Stephan et al.
NEURON (2015)
Amygdala Reactivity to Emotional Faces in the Prediction of General and Medication-Specific Responses to Antidepressant Treatment in the Randomized iSPOT-D Trial
Leanne M. Williams et al.
NEUROPSYCHOPHARMACOLOGY (2015)
From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics
Thomas Wolfers et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2015)
Habitual control of goal selection in humans
Fiery Cushman et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)
Interplay of approximate planning strategies
Quentin J. M. Huys et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)
Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making
Lorenz Deserno et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)
Exploring the underlying structure of mental disorders: cross-diagnostic differences and similarities from a network perspective using both a top-down and a bottom-up approach
J. T. W. Wigman et al.
PSYCHOLOGICAL MEDICINE (2015)
Deciding How To Decide: Self-Control and Meta-Decision Making
Y-Lan Boureau et al.
TRENDS IN COGNITIVE SCIENCES (2015)
A New Framework for Cortico-Striatal Plasticity: Behavioural Theory Meets In Vitro Data at the Reinforcement-Action Interface
Kevin N. Gurney et al.
PLOS BIOLOGY (2015)
Magnetic Resonance Imaging Measures of Brain Structure to Predict Antidepressant Treatment Outcome in Major Depressive Disorder
Mayuresh S. Korgaonkar et al.
EBIOMEDICINE (2015)
Changes in Corticostriatal Connectivity During Reinforcement Learning in Humans
Guillermo Horga et al.
HUMAN BRAIN MAPPING (2015)
Disorders of compulsivity: a common bias towards learning habits
V. Voon et al.
MOLECULAR PSYCHIATRY (2015)
Clinical Prediction from Structural Brain MRI Scans: A Large-Scale Empirical Study
Mert R. Sabuncu et al.
NEUROINFORMATICS (2015)
A Cognitive-Emotional Biomarker for Predicting Remission with Antidepressant Medications: A Report from the iSPOT-D Trial
Amit Etkin et al.
NEUROPSYCHOPHARMACOLOGY (2015)
Revealing the dynamic network structure of the Beck Depression Inventory-II
L. F. Bringmann et al.
PSYCHOLOGICAL MEDICINE (2015)
Model-Based Cognitive Neuroscience Approaches to Computational Psychiatry: Clustering and Classification
Thomas V. Wiecki et al.
CLINICAL PSYCHOLOGICAL SCIENCE (2015)
The Role of Serotonin in Orbitofrontal Function and Obsessive-Compulsive Disorder
Tiago V. Maia et al.
CLINICAL PSYCHOLOGICAL SCIENCE (2015)
Decision-Theoretic Psychiatry
Quentin J. M. Huys et al.
CLINICAL PSYCHOLOGICAL SCIENCE (2015)
When Optimism Hurts: Inflated Predictions in Psychiatric Neuroimaging
Robert Whelan et al.
BIOLOGICAL PSYCHIATRY (2014)
Linking Microcircuit Dysfunction to Cognitive Impairment: Effects of Disinhibition Associated with Schizophrenia in a Cortical Working Memory Model
John D. Murray et al.
CEREBRAL CORTEX (2014)
Parcellating an Individual Subject's Cortical and Subcortical Brain Structures Using Snowball Sampling of Resting-State Correlations
Gagan S. Wig et al.
CEREBRAL CORTEX (2014)
Computational approaches to psychiatry
Klaas Enno Stephan et al.
CURRENT OPINION IN NEUROBIOLOGY (2014)
Devaluation and sequential decisions: linking goal-directed and model-based behavior
Eva Friedel et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2014)
Neuropsychosocial profiles of current and future adolescent alcohol misusers
Robert Whelan et al.
NATURE (2014)
Dimensionality reduction for large-scale neural recordings
John P. Cunningham et al.
NATURE NEUROSCIENCE (2014)
Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine
Takanori Watanabe et al.
NEUROIMAGE (2014)
Striatal dysfunction during reversal learning in unmedicated schizophrenia patients
Florian Schlagenhauf et al.
NEUROIMAGE (2014)
A Review of Feature Reduction Techniques in Neuroimaging
Benson Mwangi et al.
NEUROINFORMATICS (2014)
Model-Based and Model-Free Decisions in Alcohol Dependence
Miriam Sebold et al.
NEUROPSYCHOBIOLOGY (2014)
The Personalized Advantage Index: Translating Research on Prediction into Individualized Treatment Recommendations. A Demonstration
Robert J. DeRubeis et al.
PLOS ONE (2014)
Critical slowing down as early warning for the onset and termination of depression
Ingrid A. van de Leemput et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2014)
Opponent Actor Learning (OpAL): Modeling Interactive Effects of Striatal Dopamine on Reinforcement Learning and Choice Incentive
Anne G. E. Collins et al.
PSYCHOLOGICAL REVIEW (2014)
Modelling Individual Differences in the Form of Pavlovian Conditioned Approach Responses: A Dual Learning Systems Approach with Factored Representations
Florian Lesaint et al.
PLOS COMPUTATIONAL BIOLOGY (2014)
Dissecting psychiatric spectrum disorders by generative embedding
Kay H. Brodersen et al.
NEUROIMAGE-CLINICAL (2014)
The p Factor: One General Psychopathology Factor in the Structure of Psychiatric Disorders?
Avshalom Caspi et al.
CLINICAL PSYCHOLOGICAL SCIENCE (2014)
Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning
Daniel J. Schad et al.
FRONTIERS IN PSYCHOLOGY (2014)
The Initial Field Trials of DSM-5: New Blooms and Old Thorns
Robert Freedman et al.
AMERICAN JOURNAL OF PSYCHIATRY (2013)
Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Bruce N. Cuthbert et al.
BMC MEDICINE (2013)
A machine learning approach using EEG data to predict response to SSRI treatment for major depressive disorder
Ahmad Khodayari-Rostamabad et al.
CLINICAL NEUROPHYSIOLOGY (2013)
Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs
S. Hong Lee et al.
NATURE GENETICS (2013)
Making data sharing work: The FCP/INDI experience
Maarten Mennes et al.
NEUROIMAGE (2013)
A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data
Laura F. Bringmann et al.
PLOS ONE (2013)
Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data
Xiaolong Peng et al.
PLOS ONE (2013)
Working-memory capacity protects model-based learning from stress
A. Ross Otto et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)
Cognitive Control Over Learning: Creating, Clustering, and Generalizing Task-Set Structure
Anne G. E. Collins et al.
PSYCHOLOGICAL REVIEW (2013)
Gradual extinction prevents the return of fear: implications for the discovery of state
Samuel J. Gershman et al.
FRONTIERS IN BEHAVIORAL NEUROSCIENCE (2013)
Toward a Neuroimaging Treatment Selection Biomarker for Major Depressive Disorder
Callie L. McGrath et al.
JAMA PSYCHIATRY (2013)
Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients
Z. Sjoerds et al.
TRANSLATIONAL PSYCHIATRY (2013)
Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis
Quentin J. M. Huys et al.
BIOLOGY OF MOOD & ANXIETY DISORDERS (2013)
EEG biomarkers in major depressive disorder: Discriminative power and prediction of treatment response
Sebastian Olbrich et al.
INTERNATIONAL REVIEW OF PSYCHIATRY (2013)
The Curse of Planning: Dissecting Multiple Reinforcement-Learning Systems by Taxing the Central Executive
A. Ross Otto et al.
PSYCHOLOGICAL SCIENCE (2013)
Negative Symptoms and the Failure to Represent the Expected Reward Value of Actions
James M. Gold et al.
ARCHIVES OF GENERAL PSYCHIATRY (2012)
Recovery and subsequent recurrence in patients with recurrent major depressive disorder
Boadie W. Dunlop et al.
JOURNAL OF PSYCHIATRIC RESEARCH (2012)
Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it?
S. Kapur et al.
MOLECULAR PSYCHIATRY (2012)
Go and no-go learning in reward and punishment: Interactions between affect and effect
Marc Guitart-Masip et al.
NEUROIMAGE (2012)
Dopamine Enhances Model-Based over Model-Free Choice Behavior
Klaus Wunderlich et al.
NEURON (2012)
Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review
Graziella Orru et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2012)
NMDA receptor function in large-scale anticorrelated neural systems with implications for cognition and schizophrenia
Alan Anticevic et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)
Experience Sampling Methodology studies of depression: the state of the art
C. Telford et al.
PSYCHOLOGICAL MEDICINE (2012)
A neurocomputational approach to obsessive-compulsive disorder
Tiago V. Maia et al.
TRENDS IN COGNITIVE SCIENCES (2012)
Computational psychiatry
P. Read Montague et al.
TRENDS IN COGNITIVE SCIENCES (2012)
Neurocognitive endophenotypes of impulsivity and compulsivity: towards dimensional psychiatry
Trevor W. Robbins et al.
TRENDS IN COGNITIVE SCIENCES (2012)
Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees
Quentin J. M. Huys et al.
PLOS COMPUTATIONAL BIOLOGY (2012)
Integrating Neurobiological Markers of Depression
Tim Hahn et al.
ARCHIVES OF GENERAL PSYCHIATRY (2011)
Pattern of neural responses to verbal fluency shows diagnostic specificity for schizophrenia and bipolar disorder
Sergi G. Costafreda et al.
BMC PSYCHIATRY (2011)
Rational decision-making in inhibitory control
Pradeep Shenoy et al.
FRONTIERS IN HUMAN NEUROSCIENCE (2011)
The use of referenced-EEG (rEEG) in assisting medication selection for the treatment of depression
Charles DeBattista et al.
JOURNAL OF PSYCHIATRIC RESEARCH (2011)
A selective role for dopamine in stimulus-reward learning
Shelly B. Flagel et al.
NATURE (2011)
Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold
James F. Cavanagh et al.
NATURE NEUROSCIENCE (2011)
From reinforcement learning models to psychiatric and neurological disorders
Tiago V. Maia et al.
NATURE NEUROSCIENCE (2011)
Are computational models of any use to psychiatry?
Quentin J. M. Huys et al.
NEURAL NETWORKS (2011)
Introduction to machine learning for brain imaging
Steven Lemm et al.
NEUROIMAGE (2011)
The Small World of Psychopathology
Denny Borsboom et al.
PLOS ONE (2011)
International Study to Predict Optimized Treatment for Depression (iSPOT-D), a randomized clinical trial: rationale and protocol
Leanne M. Williams et al.
TRIALS (2011)
Electroencephalography-Derived Biomarkers of Antidepressant Response
Dan Vlad Iosifescu
HARVARD REVIEW OF PSYCHIATRY (2011)
Speed/Accuracy Trade-Off between the Habitual and the Goal-Directed Processes
Mehdi Keramati et al.
PLOS COMPUTATIONAL BIOLOGY (2011)
Research Domain Criteria (RDoC): Toward a New Classification Framework for Research on Mental Disorders
Thomas Insel et al.
AMERICAN JOURNAL OF PSYCHIATRY (2010)
The Diagnosis of Mental Disorders: The Problem of Reification
Steven E. Hyman
ANNUAL REVIEW OF CLINICAL PSYCHOLOGY, VOL 6 (2010)
Antidepressant Monotherapy vs Sequential Pharmacotherapy and Mindfulness-Based Cognitive Therapy, or Placebo, for Relapse Prophylaxis in Recurrent Depression
Zindel V. Segal et al.
ARCHIVES OF GENERAL PSYCHIATRY (2010)
Comorbidity: A network perspective
Angelique O. J. Cramer et al.
BEHAVIORAL AND BRAIN SCIENCES (2010)
Context, Learning, and Extinction
Samuel J. Gershman et al.
PSYCHOLOGICAL REVIEW (2010)
The Early Course of Depression: A Longitudinal Investigation of Prodromal Symptoms and Their Relation to the Symptomatic Course of Depressive Episodes
Brian M. Iacoviello et al.
JOURNAL OF ABNORMAL PSYCHOLOGY (2010)
Use of Neuroanatomical Pattern Classification to Identify Subjects in At-Risk Mental States of Psychosis and Predict Disease Transition
Nikolaos Koutsouleris et al.
ARCHIVES OF GENERAL PSYCHIATRY (2009)
Reinforcement learning, conditioning, and the brain: Successes and challenges
Tiago V. Maia
COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE (2009)
Frontal EEG predictors of treatment outcome in major depressive disorder
Dan V. Iosifescu et al.
EUROPEAN NEUROPSYCHOPHARMACOLOGY (2009)
Machine learning classifiers and fMRI: A tutorial overview
Francisco Pereira et al.
NEUROIMAGE (2009)
Do patients with schizophrenia exhibit aberrant salience?
J. P. Roiser et al.
PSYCHOLOGICAL MEDICINE (2009)
A Bayesian formulation of behavioral control
Quentin J. M. Huys et al.
COGNITION (2009)
Fear Conditioning and Social Groups: Statistics, Not Genetics
Tiago V. Maia
COGNITIVE SCIENCE (2009)
Circuit-based framework for understanding neurotransmitter and risk gene interactions in schizophrenia
John E. Lisman et al.
TRENDS IN NEUROSCIENCES (2008)
The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields
Gustavo Deco et al.
PLOS COMPUTATIONAL BIOLOGY (2008)
Subtypes versus severity differences in attention-deficit/hyperactivity disorder in the Northern Finnish Birth Cohort
Gitta H. Lubke et al.
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY (2007)
Blocking of conditioning to a cocaine-paired stimulus: Testing the hypothesis that cocaine perpetually produces a signal of larger-than-expected reward
Leigh V. Panlilio et al.
PHARMACOLOGY BIOCHEMISTRY AND BEHAVIOR (2007)
Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: A STAR*D report
A. John Rush et al.
AMERICAN JOURNAL OF PSYCHIATRY (2006)
A fast learning algorithm for deep belief nets
Geoffrey E. Hinton et al.
NEURAL COMPUTATION (2006)
Opinion - Gene-environment interactions in psychiatry: joining forces with neuroscience
Avshalom Caspi et al.
NATURE REVIEWS NEUROSCIENCE (2006)
Amphetamine exposure enhances habit formation
A Nelson et al.
JOURNAL OF NEUROSCIENCE (2006)
Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
ND Daw et al.
NATURE NEUROSCIENCE (2005)
Neural systems of reinforcement for drug addiction: from actions to habits to compulsion
BJ Everitt et al.
NATURE NEUROSCIENCE (2005)
Eating disorder NOS (EDNOS): an example of the troublesome not otherwise specified (NOS) category in DSM-IV
CG Fairburn et al.
BEHAVIOUR RESEARCH AND THERAPY (2005)
Dynamic dopamine modulation in the basal ganglia: A neurocomputational account of cognitive deficits in medicated and nonmedicated Parkinsonism
MJ Frank
JOURNAL OF COGNITIVE NEUROSCIENCE (2005)
Addiction as a computational process gone awry
AD Redish
SCIENCE (2004)
Coordination of actions and habits in the medial prefrontal cortex of rats
S Killcross et al.
CEREBRAL CORTEX (2003)
Share Paper
