Neural response to reward anticipation is modulated by Gray's impulsivity. - Tim Hahn; Thomas Dresler; Ann-Christine Ehlis; Michael M. Plichta; Sebastian Heinzel; Thomas Polak; Klaus-Peter Lesch; Felix Breuer; Peter M. Jakob; Andreas J. Fallgatter (NeuroImage, 2009)

Integrating neurobiological markers of depression: an fMRI-based pattern classification approach (Integration neurobiologischer Marker depressiver Erkrankungen mittels fMRT-basierter Musterklassifikation) - Tim Hahn (2010)

NOS1 ex1f-VNTR polymorphism influences prefrontal brain oxygenation during a working memory task. - Juliane Kopf; Martin Schecklmann; Tim Hahn; Thomas Dresler; Alica C. Dieler; Martin J. Herrmann; Andreas J. Fallgatter; Andreas Reif (NeuroImage, 2011)

Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine. - Janaina Mourão Miranda; David R. Hardoon; Tim Hahn; Andre F. Marquand; Steven C. R. Williams; John Shawe-Taylor; Michael J. Brammer (NeuroImage, 2011)

Randomness of resting-state brain oscillations encodes Gray's personality trait. - Tim Hahn; Thomas Dresler; Ann-Christine Ehlis; Martin Pyka; Alica C. Dieler; Claudia Saathoff; Peter M. Jakob; Klaus-Peter Lesch; Andreas J. Fallgatter (NeuroImage, 2012)

The tricks of the trait: Neural implementation of personality varies with genotype-dependent serotonin levels. - Tim Hahn; Sebastian Heinzel; Karolien Notebaert; Thomas Dresler; Andreas Reif; Klaus-Peter Lesch; Peter M. Jakob; Sabine Windmann; Andreas J. Fallgatter (NeuroImage, 2013)

Variability of (functional) hemodynamics as measured with simultaneous fNIRS and fMRI during intertemporal choice. - Sebastian Heinzel; Florian B. Haeussinger; Tim Hahn; Ann-Christine Ehlis; Michael M. Plichta; Andreas J. Fallgatter (NeuroImage, 2013)

SCoRS - A Method Based on Stability for Feature Selection and Apping in Neuroimaging. - Jane M. Rondina; Tim Hahn; Leticia de Oliveira; Andre F. Marquand; Thomas Dresler; Thomas Leitner; Andreas J. Fallgatter; John Shawe-Taylor; Janaina Mourão Miranda (IEEE Trans. Medical Imaging, 2014)

Correction to "SCoRS - A Method Based on Stability for Feature Selection and Mapping in Neuroimaging". - Jane M. Rondina; Tim Hahn; Leticia de Oliveira; Andre F. Marquand; Thomas Dresler; Thomas Leitner; Andreas J. Fallgatter; John Shawe-Taylor; Janaina Mourão Miranda (IEEE Trans. Medical Imaging, 2014)

Reliance on functional resting-state network for stable task control predicts behavioral tendency for cooperation. - Tim Hahn; Karolien Notebaert; Christine Anderl; Philipp Reicherts; Matthias J. Wieser; Juliane Kopf; Andreas Reif; Katrin Fehl; Dirk Semmann; Sabine Windmann (NeuroImage, 2015)

Sparse network-based models for patient classification using fMRI. - Maria João Duarte Rosa; Liana Catarina Lima Portugal; Tim Hahn; Andreas J. Fallgatter; Marta I. Garrido; John Shawe-Taylor; Janaina Mourão Miranda (NeuroImage, 2015)

Distributed patterns of occipito-parietal functional connectivity predict the precision of visual working memory. - Elena M. Galeano Weber; Tim Hahn; Kirsten Hilger; Christian J. Fiebach (NeuroImage, 2017)

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)

Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important. - Michele Donini; João M. Monteiro; Massimiliano Pontil; Tim Hahn; Andreas J. Fallgatter; John Shawe-Taylor; Janaina Mourão Miranda (NeuroImage, 2019)

The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study. - Julian Varghese; Michael Fujarski; Tim Hahn; Martin Dugas; Tobias Warnecke (MIE, 2020)

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)

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)

pyAKI - An Open Source Solution to Automated KDIGO classification. - Christian Porschen; Jan Ernsting; Paul Brauckmann; Raphael Weiss; Till Würdemann; Hendrik Booke; Wida Amini; Ludwig Maidowski; Benjamin Risse; Tim Hahn; Thilo Caspar von Groote (CoRR, 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)

Towards Population Scale Testis Volume Segmentation in DIXON MRI. - Jan Ernsting; Phillip Nikolas Beeken; Lynn Ogoniak; Jacqueline Kockwelp; Tim Hahn; Alexander Siegfried Busch; Benjamin Risse (CoRR, 2024)