Udo Dannlowski

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PHOTON - A Python API for Rapid Machine Learning Model Development pdf

Xiaoyi Jiang, Tim Hahn, Benjamin Risse, 2020, ArXiv.

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

Tilo Kircher, Udo Dannlowski, Christoph Vogelbacher, 2018, NeuroImage.

Deep Learning for Quality Control of Subcortical Brain 3D Shape Models

Lei Wang, Jessica A. Turner, Lars T. Westlye, 2018 .

Large-scale classification of major depressive disorder via distributed Lasso

Paul M. Thompson, Qingyang Li, Jieping Ye, 2017, Symposium on Medical Information Processing and Analysis.

The PHOTON Wizard - Towards Educational Machine Learning Code Generators pdf

Xiaoyi Jiang, Tim Hahn, Ramona Leenings, 2020, ArXiv.

Biological sex classification with structural MRI data shows increased misclassification in transgender women

Axel Krug, Pienie Zwitserlood, Xiaoyi Jiang, 2019, Neuropsychopharmacology.

MANIA—A Pattern Classification Toolbox for Neuroimaging Data

Volker Arolt, Dominik Grotegerd, Udo Dannlowski, 2014, Neuroinformatics.

Emotion specific modulation of automatic amygdala responses by 5-HTTLPR genotype

Walter Heindel, Carsten Konrad, Volker Arolt, 2010, NeuroImage.

Systematic misestimation of machine learning performance in neuroimaging studies of depression pdf

Simon B. Eickhoff, Axel Krug, Xiaoyi Jiang, 2019, Neuropsychopharmacology.

fMRI Data Visualization with BrainBlend and Blender

Dominik Heider, Sascha Hauke, Martin Pyka, 2010, Neuroinformatics.

A resting state fMRI analysis pipeline for pooling inference across diverse cohorts: an ENIGMA rs-fMRI protocol

Paul M. Thompson, Vince D. Calhoun, Jelle Veraart, 2018, Brain Imaging and Behavior.

Catechol-O-methyltransferase gene variation: Impact on amygdala response to aversive stimuli

Volker Arolt, Peter Zwanzger, Katharina Domschke, 2012, NeuroImage.

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

Tilo Kircher, Benjamin Straube, Udo Dannlowski, 2019, NeuroImage.

Imaging genetics of anxiety disorders

Katharina Domschke, Udo Dannlowski, U. Dannlowski, 2010, NeuroImage.

Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging

Jessica A. Turner, Lars T. Westlye, Li Shen, 2017 .

Genetic, individual, and familial risk correlates of brain network controllability in major depressive disorder pdf

Tilo Kircher, Tim Hahn, Walter Heindel, 2021, Molecular Psychiatry.

An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling

Fabian Bamberg, Thoralf Niendorf, Svenja Caspers, 2021, Science advances.

A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder pdf

Tilo Kircher, Tim Hahn, Hamidreza Jamalabadi, 2021, ArXiv.

Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks pdf

Fabian Bamberg, Thoralf Niendorf, Svenja Caspers, 2021, ArXiv.

Towards a network control theory of electroconvulsive therapy response pdf

Joachim Gross, Tim Hahn, Walter Heindel, 2021, PNAS nexus.

Systematic misestimation of machine learning performance in neuroimaging studies of depression

Simon B. Eickhoff, Tilo Kircher, Axel Krug, 2021, Neuropsychopharmacology.

Amygdala reactivity predicts automatic negative evaluations for facial emotions

Walter Heindel, Volker Arolt, Udo Dannlowski, 2007, Psychiatry Research: Neuroimaging.

Low-frequency and rare variants may contribute to elucidate the genetics of major depressive disorder

Volker Arolt, Udo Dannlowski, Bernhard T. Baune, 2018, Translational Psychiatry.

The genetic architecture of the human cerebral cortex

Anders M. Dale, Robert C. Green, Shannon L. Risacher, 2020, Science.

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group

Olaf Steinsträter, Tilo Kircher, Axel Krug, 2019, bioRxiv.

Common schizophrenia alleles are enriched in mutation-intolerant genes and in regions under strong background selection

Jakob Grove, Esben Agerbo, Robert Plomin, 2018, Nature Genetics.

5-HTTLPR Biases Amygdala Activity in Response to Masked Facial Expressions in Major Depression

Walter Heindel, Volker Arolt, Udo Dannlowski, 2008, Neuropsychopharmacology.

Mood-congruent amygdala responses to subliminally presented facial expressions in major depression: associations with anhedonia.

Pienie Zwitserlood, Walter Heindel, Volker Arolt, 2013, Journal of psychiatry & neuroscience : JPN.

Neuropeptide Y (NPY) gene: Impact on emotional processing and treatment response in anxious depression

Walter Heindel, Volker Arolt, Peter Zwanzger, 2010, European Neuropsychopharmacology.

Working‐memory fMRI reveals cingulate hyperactivation in euthymic major depression

Almut Engelien, Pienie Zwitserlood, Walter Heindel, 2009, Human brain mapping.

Outgroup emotion processing in the vACC is modulated by childhood trauma and CACNA1C risk variant

Tilo Kircher, Axel Krug, Benjamin Straube, 2018, Social cognitive and affective neuroscience.

Neuropeptide-S (NPS) Receptor Genotype Modulates Basolateral Amygdala Responsiveness to Aversive Stimuli

Walter Heindel, Volker Arolt, Peter Zwanzger, 2011, Neuropsychopharmacology.

Common schizophrenia alleles are enriched in mutation-intolerant genes and maintained by background selection

Naomi R. Wray, Robert Plomin, Stephan Ripke, 2016, bioRxiv.

Cross-Disorder Analysis of Brain Structural Abnormalities in Six Major Psychiatric Disorders: A Secondary Analysis of Mega- and Meta-analytical Findings From the ENIGMA Consortium

Nils Opel, Udo Dannlowski, Bernhard T. Baune, 2020, Biological Psychiatry.

Disadvantage of Social Sensitivity: Interaction of Oxytocin Receptor Genotype and Child Maltreatment on Brain Structure

Dominik Grotegerd, Udo Dannlowski, Bernhard T. Baune, 2016, Biological Psychiatry.

Volume of the Human Hippocampus and Clinical Response Following Electroconvulsive Therapy

Anders M. Dale, Olaf B. Paulson, Lars G. Hanson, 2018, Biological Psychiatry.

Amygdala responsiveness to emotional words is modulated by subclinical anxiety and depression

Pienie Zwitserlood, Peter Zwanzger, Christian Dobel, 2012, Behavioural Brain Research.

The Interleukin 1 Beta (IL1B) Gene Is Associated with Failure to Achieve Remission and Impaired Emotion Processing in Major Depression

Volker Arolt, Katharina Domschke, Udo Dannlowski, 2010, Biological Psychiatry.

High responsivity to threat during the initial stage of perception in repression: a 3 T fMRI study.

Udo Dannlowski, Boris Egloff, Anette Kersting, 2012, Social cognitive and affective neuroscience.

Association of Brain Cortical Changes With Relapse in Patients With Major Depressive Disorder

Pienie Zwitserlood, Walter Heindel, Volker Arolt, 2018, JAMA psychiatry.

Insular and Hippocampal Gray Matter Volume Reductions in Patients with Major Depressive Disorder

Tilo Kircher, Axel Krug, Walter Heindel, 2014, PloS one.

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

Michael L. Thomas, Udo Dannlowski, Murray B Stein, 2016, PloS one.

The genetic architecture of the human cerebral cortex

Anders M. Dale, Robert C. Green, Shannon L. Risacher, 2020, Science.

Obesity and major depression: Body-mass index (BMI) is associated with a severe course of disease and specific neurostructural alterations

Walter Heindel, Volker Arolt, Dominik Grotegerd, 2015, Psychoneuroendocrinology.

Reduced fractional anisotropy in patients with major depressive disorder and associations with vascular stiffness

Udo Dannlowski, Klaus Berger, Marco Hermesdorf, 2017, NeuroImage: Clinical.

MR imaging of the brain in large cohort studies: feasibility report of the population- and patient-based BiDirect study

Walter Heindel, Udo Dannlowski, Klaus Berger, 2016, European Radiology.

Polygenic risk for schizophrenia affects working memory and its neural correlates in healthy subjects

Tilo Kircher, Bruno Dietsche, Axel Krug, 2018, Schizophrenia Research.

The Limbic System in Youth Depression: Brain Structural and Functional Alterations in Adolescent In-patients with Severe Depression

Walter Heindel, Volker Arolt, Dominik Grotegerd, 2018, Neuropsychopharmacology.

Enhanced neural responsiveness to reward associated with obesity in the absence of food‐related stimuli

Walter Heindel, Volker Arolt, Dominik Grotegerd, 2015, Human brain mapping.

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

Walter Heindel, Carsten Konrad, Volker Arolt, 2012, Biological Psychiatry.

Genome-wide association study identifies 30 Loci Associated with Bipolar Disorder

Jakob Grove, Esben Agerbo, Andres Metspalu, 2017, bioRxiv.

Automatic Mood-Congruent Amygdala Responses to Masked Facial Expressions in Major Depression

Pienie Zwitserlood, Walter Heindel, Carsten Konrad, 2010, Biological Psychiatry.

Genetic Determinants of Cortical Structure (Thickness, Surface Area and Volumes) among Disease Free Adults in the CHARGE Consortium

Anders M. Dale, Robert C. Green, Shannon L. Risacher, 2018, bioRxiv.

Evidence of brain network aberration in healthy subjects with urban upbringing – A multimodal DTI and VBM study

Tilo Kircher, Bruno Dietsche, Axel Krug, 2019, Schizophrenia Research.

Affective Flattening in Patients with Schizophrenia: Differential Association with Amygdala Response to Threat-Related Facial Expression under Automatic and Controlled Processing Conditions

Pienie Zwitserlood, Udo Dannlowski, Rebekka Lencer, 2015, Psychiatry investigation.

Interleukin-6 gene (IL-6): a possible role in brain morphology in the healthy adult brain

Walter Heindel, Carsten Konrad, Christina Uhlmann, 2012, Journal of Neuroinflammation.

Widespread white matter microstructural abnormalities in bipolar disorder: evidence from mega- and meta-analyses across 3033 individuals

Paul M. Thompson, Christopher R. K. Ching, Neda Jahanshad, 2019, Neuropsychopharmacology.

Neuroimaging differences in spatial cognition between men and male-to-female transsexuals before and during hormone therapy.

Almut Engelien, Pienie Zwitserlood, Walter Heindel, 2010, The journal of sexual medicine.

Cannabinoid receptor 1 (CNR1) gene: Impact on antidepressant treatment response and emotion processing in Major Depression

Walter Heindel, Volker Arolt, Katharina Domschke, 2008, European Neuropsychopharmacology.

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

Udo Dannlowski, Thomas Suslow, Anja Stuhrmann, 2011, Biology of Mood & Anxiety Disorders.

Neural correlates of affective priming effects based on masked facial emotion: An fMRI study

Dominik Grotegerd, Udo Dannlowski, Ronny Redlich, 2013, Psychiatry Research: Neuroimaging.

Spatial processing of facial emotion in patients with unipolar depression: a longitudinal study.

Volker Arolt, Udo Dannlowski, Anette Kersting, 2004, Journal of affective disorders.

Reduced amygdala-prefrontal coupling in major depression: association with MAOA genotype and illness severity.

Pienie Zwitserlood, Walter Heindel, Carsten Konrad, 2009, The international journal of neuropsychopharmacology.

An overlapping pattern of cerebral cortical thinning is associated with both positive symptoms and aggression in schizophrenia via the ENIGMA consortium

Tilo Kircher, Axel Krug, Wenhao Jiang, 2019, Psychological Medicine.

Neurobiology of the major psychoses: a translational perspective on brain structure and function—the FOR2107 consortium

Tilo Kircher, Axel Krug, Tim Hahn, 2018, European Archives of Psychiatry and Clinical Neuroscience.