Emotion specific modulation of automatic amygdala responses by 5-HTTLPR genotype. - Udo Dannlowski; Carsten Konrad; Harald Kugel; Pienie Zwitserlood; Katharina Domschke; Sonja Schöning; Patricia Ohrmann; Jochen Bauer; Martin Pyka; Christa Hohoff; Weiqi Zhang; Bernhard T. Baune; et al. (NeuroImage, 2010)

Imaging genetics of anxiety disorders. - Katharina Domschke; Udo Dannlowski (NeuroImage, 2010)

fMRI Data Visualization with BrainBlend and Blender. - Martin Pyka; Matthias Hertog; Raul Fernandez; Sascha Hauke; Dominik Heider; Udo Dannlowski; Carsten Konrad (Neuroinformatics, 2010)

Brain correlates of hypnotic paralysis - a resting-state fMRI study. - Martin Pyka; Markus Burgmer; Thomas Lenzen; Regina Pioch; Udo Dannlowski; Bettina Pfleiderer; A. W. Ewert; Gereon Heuft; Volker Arolt; Carsten Konrad (NeuroImage, 2011)

Catechol-O-methyltransferase gene variation: Impact on amygdala response to aversive stimuli. - Katharina Domschke; Bernhard T. Baune; Linda Havlik; Anja Stuhrmann; Thomas Suslow; Harald Kugel; Peter Zwanzger; Dominik Grotegerd; Christina Sehlmeyer; Volker Arolt; Udo Dannlowski (NeuroImage, 2012)

MANIA - A Pattern Classification Toolbox for Neuroimaging Data. - Dominik Grotegerd; Ronny Redlich; Jorge R. C. Almeida; Mona Riemenschneider; Harald Kugel; Volker Arolt; Udo Dannlowski (Neuroinformatics, 2014)

The Marburg-Münster Affective Disorders Cohort Study (MACS): A quality assurance protocol for MR neuroimaging data. - Christoph Vogelbacher; Thomas W. D. Möbius; Jens Sommer; Verena Schuster; Udo Dannlowski; Tilo Kircher; Astrid Dempfle; Andreas Jansen; Miriam H. A. Bopp (NeuroImage, 2018)

Biological sex classification with structural MRI data shows increased misclassification in transgender women. - Claas Flint; Katharina Förster; Sophie A. Koser; Carsten Konrad; Pienie Zwitserlood; Klaus Berger; Marco Hermesdorf; Tilo Kircher; Igor Nenadic; Axel Krug; Bernhard T. Baune; Katharina Dohm; et al. (CoRR, 2019)

Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression. - Claas Flint; Micah Cearns; Nils Opel; Ronny Redlich; David M. A. Mehler; Daniel Emden; Nils R. Winter; Ramona Leenings; Simon B. Eickhoff; Tilo Kircher; Axel Krug; Igor Nenadic; et al. (CoRR, 2019)

Intergroup empathy: Enhanced neural resonance for ingroup facial emotion in a shared neural production-perception network. - Johannes T. Krautheim; Udo Dannlowski; Miriam Steines; Gizem Neziroglu; Henriette Acosta; Jens Sommer; Benjamin Straube; Tilo Kircher (NeuroImage, 2019)

PHOTON - A Python API for Rapid Machine Learning Model Development. - Ramona Leenings; Nils Ralf Winter; Lucas Plagwitz; Vincent Holstein; Jan Ernsting; Jakob Steenweg; Julian Gebker; Kelvin Sarink; Daniel Emden; Dominik Grotegerd; Nils Opel; Benjamin Risse; et al. (CoRR, 2020)

The PHOTON Wizard - Towards Educational Machine Learning Code Generators. - Ramona Leenings; Nils Ralf Winter; Kelvin Sarink; Jan Ernsting; Xiaoyi Jiang 001; Udo Dannlowski; Tim Hahn (CoRR, 2020)

Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. - Lukas Fisch; Jan Ernsting; Nils R. Winter; Vincent Holstein; Ramona Leenings; Marie Beisemann; Kelvin Sarink; Daniel Emden; Nils Opel; Ronny Redlich; Jonathan Repple; Dominik Grotegerd; et al. (CoRR, 2021)

An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. - Tim Hahn; Jan Ernsting; Nils R. Winter; Vincent Holstein; Ramona Leenings; Marie Beisemann; Lukas Fisch; Kelvin Sarink; Daniel Emden; Nils Opel; Ronny Redlich; Jonathan Repple; et al. (CoRR, 2021)

Genetic, Individual, and Familial Risk Correlates of Brain Network Controllability in Major Depressive Disorder. - Tim Hahn; Nils R. Winter; Jan Ernsting; Marius Gruber; Marco J. Mauritz; Lukas Fisch; Ramona Leenings; Kelvin Sarink; Julian Blanke; Vincent Holstein; Daniel Emden; Marie Beisemann; et al. (CoRR, 2021)

A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder. - Tim Hahn; Hamidreza Jamalabadi; Daniel Emden; Janik Goltermann; Jan Ernsting; Nils R. Winter; Lukas Fisch; Ramona Leenings; Kelvin Sarink; Vincent Holstein; Marius Gruber; Dominik Grotegerd; et al. (CoRR, 2021)

Towards a Network Control Theory of Electroconvulsive Therapy Response. - Tim Hahn; Hamidreza Jamalabadi; Erfan Nozari; Nils R. Winter; Jan Ernsting; Marius Gruber; Marco J. Mauritz; Pascal Grumbach; Lukas Fisch; Ramona Leenings; Kelvin Sarink; Julian Blanke; et al. (CoRR, 2021)

Recommendations for machine learning benchmarks in neuroimaging. - Ramona Leenings; Nils R. Winter; Udo Dannlowski; Tim Hahn (NeuroImage, 2022)

Multi-Site Statistical Mapping of Along-Tract Microstructural Abnormalities in Bipolar Disorder with Diffusion MRI Tractometry. - Leila Nabulsi; Bramsh Qamar Chandio; Genevieve McPhilemy; Fiona M. Martyn; Gloria M. P. Roberts; Brian Hallahan; Udo Dannlowski; Tilo Kircher; Benno Haarman; Philip B. Mitchell; Colm McDonald; Dara M. Cannon; et al. (SIPAIM, 2023)

From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling. - Jan Ernsting; Nils R. Winter; Ramona Leenings; Kelvin Sarink; Carlotta B. C. Barkhau; Lukas Fisch; Daniel Emden; Vincent Holstein; Jonathan Repple; Dominik Grotegerd; Susanne Meinert; NAKO Investigators; et al. (CoRR, 2023)

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features. - Vladimir Belov; Tracy Erwin-Grabner; Ling-Li Zeng; Christopher R. K. Ching; André Aleman; Alyssa R. Amod; Zeynep Basgoze; Francesco Benedetti; Bianca Besteher; Katharina Brosch; Robin Bülow; Romain Colle; et al. (CoRR, 2023)

Data-driven multivariate identification of gyrification patterns in a transdiagnostic patient cohort: A cluster analysis approach. - Julia-Katharina Pfarr; Tina Meller; Katharina Brosch; Frederike Stein; Florian Thomas-Odenthal; Ulrika Evermann; Adrian Wroblewski; Kai Gustav Ringwald; Tim Hahn; Susanne Meinert; Alexandra Winter; Katharina Thiel; et al. (NeuroImage, 2023)

C-TRUS: A Novel Dataset and Initial Benchmark for Colon Wall Segmentation in Transabdominal Ultrasound. - Ramona Leenings; Maximilian Konowski; Nils R. Winter; Jan Ernsting; Lukas Fisch; Carlotta B. C. Barkhau; Udo Dannlowski; Andreas Lügering; Xiaoyi Jiang 001; Tim Hahn (ASMUS@MICCAI, 2024)

GateNet: A novel neural network architecture for automated flow cytometry gating. - Lukas Fisch; Michael O. Heming; Andreas Schulte-Mecklenbeck; Catharina C. Gross; Stefan Zumdick; Carlotta B. C. Barkhau; Daniel Emden; Jan Ernsting; Ramona Leenings; Kelvin Sarink; Nils R. Winter; Udo Dannlowski; et al. (Comput. Biol. Medicine, 2024)

deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. - Lukas Fisch; Stefan Zumdick; Carlotta B. C. Barkhau; Daniel Emden; Jan Ernsting; Ramona Leenings; Kelvin Sarink; Nils R. Winter; Benjamin Risse; Udo Dannlowski; Tim Hahn (Comput. Biol. Medicine, 2024)

deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks. - Lukas Fisch; Nils R. Winter; Janik Goltermann; Carlotta B. C. Barkhau; Daniel Emden; Jan Ernsting; Maximilian Konowski; Ramona Leenings; Tiana Borgers; Kira Flinkenflügel; Dominik Grotegerd; Anna Kraus; et al. (CoRR, 2024)

Lack of evidence for predictive utility from resting state fMRI data for individual exposure-based cognitive behavioral therapy outcomes: A machine learning study in two large multi-site samples in anxiety disorders. - Kevin Hilbert; Joscha Böhnlein; Charlotte Meinke; Alice V. Chavanne; Till Langhammer; Lara Stumpe; Nils R. Winter; Ramona Leenings; Dirk Adolph; Volker Arolt; Sophie Bischoff; Jan C. Cwik; et al. (NeuroImage, 2024)