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Systematic misestimation of machine learning performance in neuroimaging studies of depression

Neuropsychopharmacology (New York, N.Y.), 2021-07, Vol.46 (8), p.1510-1517

2021

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Facial emotion processing in major depression: a systematic review of neuroimaging findings

Biology of mood & anxiety disorders, 2011-11, Vol.1 (1), p.10-10, Article 10

2011

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Hippocampal atrophy in major depression: a function of childhood maltreatment rather than diagnosis?

Neuropsychopharmacology (New York, N.Y.), 2014-11, Vol.39 (12), p.2723-2731

2014

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Interpreting weights of multimodal machine learning models-problems and pitfalls

Neuropsychopharmacology (New York, N.Y.), 2021-10, Vol.46 (11), p.1861-1862

2021

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Limbic Scars: Long-Term Consequences of Childhood Maltreatment Revealed by Functional and Structural Magnetic Resonance Imaging

Biological psychiatry (1969), 2012-02, Vol.71 (4), p.286-293

2012

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Prediction of Individual Response to Electroconvulsive Therapy via Machine Learning on Structural Magnetic Resonance Imaging Data

JAMA psychiatry (Chicago, Ill.), 2016-06, Vol.73 (6), p.557

2016

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Reward Processing in Unipolar and Bipolar Depression: A Functional MRI Study

Neuropsychopharmacology (New York, N.Y.), 2015-10, Vol.40 (11), p.2623-2631

2015

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White matter microstructure mediates the association between physical fitness and cognition in healthy, young adults

Scientific reports, 2019-09, Vol.9 (1), p.12885-9, Article 12885

2019

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Volume of the Human Hippocampus and Clinical Response Following Electroconvulsive Therapy

Biological psychiatry (1969), 2018-10, Vol.84 (8), p.574-581

2018

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The Marburg-Münster Affective Disorders Cohort Study (MACS): A quality assurance protocol for MR neuroimaging data

NeuroImage (Orlando, Fla.), 2018-05, Vol.172, p.450-460

2018

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Mitochondria, Microglia, and the Immune System-How Are They Linked in Affective Disorders?

Frontiers in psychiatry, 2019-01, Vol.9, p.739-739

2019

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Recommendations for machine learning benchmarks in neuroimaging

NeuroImage (Orlando, Fla.), 2022-08, Vol.257, p.119298-119298, Article 119298

2022

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Neural correlates of working memory in first episode and recurrent depression: An fMRI study

Progress in neuro-psychopharmacology & biological psychiatry, 2018-06, Vol.84 (Pt A), p.39-49

2018

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Brain Changes Induced by Electroconvulsive Therapy Are Broadly Distributed

Biological psychiatry (1969), 2020-03, Vol.87 (5), p.451-461

2020

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Insular and hippocampal gray matter volume reductions in patients with major depressive disorder

PloS one, 2014-07, Vol.9 (7), p.e102692

2014

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Intergroup empathy: Enhanced neural resonance for ingroup facial emotion in a shared neural production-perception network

NeuroImage (Orlando, Fla.), 2019-07, Vol.194, p.182-190

2019

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Variation of HbA1c affects cognition and white matter microstructure in healthy, young adults

Molecular psychiatry, 2021-04, Vol.26 (4), p.1399-1408

2021

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Oxytocin receptor gene methylation: converging multilevel evidence for a role in social anxiety

Neuropsychopharmacology (New York, N.Y.), 2015-05, Vol.40 (6), p.1528-1538

2015

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From multivariate methods to an AI ecosystem

Molecular psychiatry, 2021-11, Vol.26 (11), p.6116-6120

2021

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Cerebrospinal fluid flow cytometry distinguishes psychosis spectrum disorders from differential diagnoses

Molecular psychiatry, 2021-12, Vol.26 (12), p.7661-7670

2021

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Associations between childhood maltreatment and emotion processing biases in major depression: results from a dot-probe task

BMC psychiatry, 2015-06, Vol.15 (1), p.123-123, Article 123

2015

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Inhibitory control and its modification in spider phobia - Study protocol for an antisaccade training trial

PloS one, 2023-12, Vol.18 (12), p.e0292471-e0292471

2023

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The endocannabinoid system in humans: significant associations between anandamide, brain function during reward feedback and a personality measure of reward dependence

Neuropsychopharmacology (New York, N.Y.), 2021-04, Vol.46 (5), p.1020-1027

2021

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Systematic misestimation of machine learning performance in neuroimaging studies of depression

Facial emotion processing in major depression: a systematic review of neuroimaging findings

Hippocampal atrophy in major depression: a function of childhood maltreatment rather than diagnosis?

Interpreting weights of multimodal machine learning models-problems and pitfalls

Limbic Scars: Long-Term Consequences of Childhood Maltreatment Revealed by Functional and Structural Magnetic Resonance Imaging

Prediction of Individual Response to Electroconvulsive Therapy via Machine Learning on Structural Magnetic Resonance Imaging Data

Reward Processing in Unipolar and Bipolar Depression: A Functional MRI Study

White matter microstructure mediates the association between physical fitness and cognition in healthy, young adults

Volume of the Human Hippocampus and Clinical Response Following Electroconvulsive Therapy

The Marburg-Münster Affective Disorders Cohort Study (MACS): A quality assurance protocol for MR neuroimaging data

Mitochondria, Microglia, and the Immune System-How Are They Linked in Affective Disorders?

Recommendations for machine learning benchmarks in neuroimaging

Neural correlates of working memory in first episode and recurrent depression: An fMRI study

Brain Changes Induced by Electroconvulsive Therapy Are Broadly Distributed

Insular and hippocampal gray matter volume reductions in patients with major depressive disorder

Intergroup empathy: Enhanced neural resonance for ingroup facial emotion in a shared neural production-perception network

Variation of HbA1c affects cognition and white matter microstructure in healthy, young adults

Minimization of Childhood Maltreatment Is Common and Consequential: Results from a Large, Multinational Sample Using the Childhood Trauma Questionnaire

Oxytocin receptor gene methylation: converging multilevel evidence for a role in social anxiety

From multivariate methods to an AI ecosystem

Cerebrospinal fluid flow cytometry distinguishes psychosis spectrum disorders from differential diagnoses

Associations between childhood maltreatment and emotion processing biases in major depression: results from a dot-probe task

Severity of current depression and remission status are associated with structural connectome alterations in major depressive disorder

Inhibitory control and its modification in spider phobia - Study protocol for an antisaccade training trial

The endocannabinoid system in humans: significant associations between anandamide, brain function during reward feedback and a personality measure of reward dependence

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