Tim Hahn

39 papers Journal 34Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
AI in Medicine: Progress, Perils, and Perspectives.
BIOSTEC
Tim Hahn
2026 J jnl
deepmriprep: voxel-based morphometry preprocessing via deep neural networks.
Nat. Comput. Sci.
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, Elisabeth J. Leehr, Susanne Meinert, Frederike Stein, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Marco Hermesdorf, Hamidreza Jamalabadi, Andreas J. Forstner, Igor Nenadic, Benjamin Straube, Tilo Kircher, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
2025 — conf
Along-Tract Mapping of White Matter Microstructural Abnormalities in Bipolar Disorder using Diffusion MRI.
SIPAIM
Leila Nabulsi, Bramsh Q. Chandio, Melody JY Kang, Yanghee Im, Genevieve McPhilemy, Fiona M. Martyn, Gloria M. P. Roberts, Brian Hallahan, Udo Dannlowski, Tiana Borgers, Susanne Meinert, Jonathan Repple, Elisabeth J. Leehr, Dominik Grotegerd, Tim Hahn, Tilo Kircher, Lea Teutenberg, Benjamin Straube, Olaf Steinsträter, Frederike Stein, Florian Thomas-Odenthal, Nina Alexander, Paula Usemann, Andreas Jansen, Bartholomeus C. M. Haarman, Philip B. Mitchell, Colm McDonald, Dara M. Cannon, Sophia I. Thomopoulos, Ole A. Andreassen, Christopher R. K. Ching, Paul M. Thompson
2025 J jnl
Towards population scale testis volume segmentation in DIXON MRI.
Comput. Biol. Medicine
Jan Ernsting, Philipp Nikolas Beeken, Lynn Ogoniak, Jacqueline Kockwelp, Wolfgang Roll, Tim Hahn, Alexander Siegfried Busch, Benjamin Risse
2024 — conf
C-TRUS: A Novel Dataset and Initial Benchmark for Colon Wall Segmentation in Transabdominal Ultrasound.
ASMUS@MICCAI
Ramona Leenings, Maximilian Konowski, Nils R. Winter, Jan Ernsting, Lukas Fisch, Carlotta B. C. Barkhau, Udo Dannlowski, Andreas Lügering, Xiaoyi Jiang, Tim Hahn
2024 J jnl
GateNet: A novel neural network architecture for automated flow cytometry gating.
Comput. Biol. Medicine
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, Heinz Wiendl, Gerd Meyer zu Hörste, Tim Hahn
2024 J jnl
Towards Population Scale Testis Volume Segmentation in DIXON MRI.
CoRR
Jan Ernsting, Phillip Nikolas Beeken, Lynn Ogoniak, Jacqueline Kockwelp, Tim Hahn, Alexander Siegfried Busch, Benjamin Risse
2024 J jnl
deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks.
Comput. Biol. Medicine
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
2024 J jnl
deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks.
CoRR
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, Elisabeth J. Leehr, Susanne Meinert, Frederike Stein, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Marco Hermesdorf, Hamidreza Jamalabadi, Andreas Jansen, Igor Nenadic, Benjamin Straube, Tilo Kircher, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
2024 J jnl
pyAKI - An Open Source Solution to Automated KDIGO classification.
CoRR
Christian Porschen, Jan Ernsting, Paul Brauckmann, Raphael Weiss, Till Würdemann, Hendrik Booke, Wida Amini, Ludwig Maidowski, Benjamin Risse, Tim Hahn, Thilo Caspar von Groote
2023 J jnl
Data-driven multivariate identification of gyrification patterns in a transdiagnostic patient cohort: A cluster analysis approach.
NeuroImage
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, Kira Flinkenflügel, Andreas Jansen, Axel Krug, Udo Dannlowski, Tilo Kircher, Christian Gaser, Igor Nenadic
2023 J jnl
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks.
CoRR
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
2023 J jnl
DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features.
CoRR
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, Colm G. Connolly, Emmanuelle Corruble, Baptiste Couvy-Duchesne, Kathryn Cullen, Udo Dannlowski, Christopher G. Davey, Annemiek Dols, Jan Ernsting, Jennifer W. Evans, Lukas Fisch, Paola Fuentes-Claramonte, Ali Saffet Gonul, Ian H. Gotlib, Hans Jörgen Grabe, Nynke A. Groenewold, Dominik Grotegerd, Tim Hahn, J. Paul Hamilton, Laura K. M. Han, Ben J. Harrison, Tiffany C. Ho, Neda Jahanshad, Alec J. Jamieson, Andriana Karuk, Tilo Kircher, Bonnie Klimes-Dougan, Sheri-Michelle Koopowitz, Thomas M. Lancaster, Ramona Leenings, Meng Li, David E. J. Linden, Frank P. MacMaster, David M. A. Mehler, Susanne Meinert, Elisa Melloni, Bryon A. Mueller, Benson Mwangi, Igor Nenadic, Amar Ojha, Yasumasa Okamoto, Mardien L. Oudega, Brenda W. J. H. Penninx, Sara Poletti, Edith Pomarol-Clotet, Maria J. Portella, Elena Pozzi, Joaquim Radua, Elena Rodríguez-Cano, Matthew D. Sacchet, Raymond Salvador, Anouk Schrantee, Kang Sim, Jair C. Soares, Aleix Solanes, Dan J. Stein, Frederike Stein, Aleks Stolicyn, Sophia I. Thomopoulos, Yara J. Toenders, Aslihan Uyar-Demir, Eduard Vieta, Yolanda Vives-Gilabert, Henry Völzke, Martin Walter, Heather C. Whalley, Sarah Whittle, Nils R. Winter, Katharina Wittfeld, Margaret J. Wright, Mon-Ju Wu, Tony T. Yang, Carlos Zarate, Dick J. Veltman, Lianne Schmaal, Paul M. Thompson, Roberto Goya-Maldonado
2023 J jnl
From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling.
CoRR
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, Klaus Berger, Benjamin Risse, Udo Dannlowski, Tim Hahn
2023 J jnl
GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating.
CoRR
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, Heinz Wiendl, Gerd Meyer zu Hörste, Tim Hahn
2022 J jnl
Recommendations for machine learning benchmarks in neuroimaging.
NeuroImage
Ramona Leenings, Nils R. Winter, Udo Dannlowski, Tim Hahn
2021 J jnl
A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder.
CoRR
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, Susanne Meinert, Katharina Dohm, Elisabeth J. Leehr, Maike Richter, Lisa Sindermann, Verena Enneking, Hannah Lemke, Stephanie H. Witt, Marcella Rietschel, Katharina Brosch, Julia-Katharina Pfarr, Tina Meller, Kai Gustav Ringwald, Simon Schmitt, Frederike Stein, Igor Nenadic, Tilo Kircher, Bertram Müller-Myhsok, Till F. M. Andlauer, Jonathan Repple, Udo Dannlowski, Nils Opel
2021 J jnl
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling.
CoRR
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, Dominik Grotegerd, Susanne Meinert, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Tilo Kircher, Benjamin Risse, Christian Gaser, James H. Cole, Udo Dannlowski, Klaus Berger
2021 J jnl
Genetic, Individual, and Familial Risk Correlates of Brain Network Controllability in Major Depressive Disorder.
CoRR
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, Nils Opel, Dominik Grotegerd, Susanne Meinert, Walter Heindel, Stephanie H. Witt, Marcella Rietschel, Markus M. Nöthen, Andreas J. Forstner, Tilo Kircher, Igor Nenadic, Andreas Jansen, Bertram Müller-Myhsok, Till F. M. Andlauer, Martin Walter, Martijn P. van den Heuvel, Hamidreza Jamalabadi, Udo Dannlowski, Jonathan Repple
2021 J jnl
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks.
CoRR
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, Susanne Meinert, Niklas Wulms, Heike Minnerup, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Annette Peters, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Bernhard T. Baune, Tilo Kircher, Benjamin Risse, Udo Dannlowski, Klaus Berger, Tim Hahn
2021 J jnl
Towards a Network Control Theory of Electroconvulsive Therapy Response.
CoRR
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, Leon Kleine Vennekate, Daniel Emden, Nils Opel, Dominik Grotegerd, Verena Enneking, Susanne Meinert, Tiana Borgers, Melissa Klug, Elisabeth J. Leehr, Katharina Dohm, Walter Heindel, Joachim Gross, Udo Dannlowski, Ronny Redlich, Jonathan Repple
2020 J jnl
PHOTON - A Python API for Rapid Machine Learning Model Development.
CoRR
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, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
2020 J jnl
The PHOTON Wizard - Towards Educational Machine Learning Code Generators.
CoRR
Ramona Leenings, Nils Ralf Winter, Kelvin Sarink, Jan Ernsting, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
2020 — conf
The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study.
MIE
Julian Varghese, Michael Fujarski, Tim Hahn, Martin Dugas, Tobias Warnecke
2019 J jnl
Biological sex classification with structural MRI data shows increased misclassification in transgender women.
CoRR
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, Ronny Redlich, Nils Opel, Tim Hahn, Xiaoyi Jiang, Udo Dannlowski, Dominik Grotegerd
2019 J jnl
Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important.
NeuroImage
Michele Donini, João M. Monteiro, Massimiliano Pontil, Tim Hahn, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda
2019 J jnl
Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression.
CoRR
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, Volker Arolt, Scott Clark, Bernhard T. Baune, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
2017 J jnl
Distributed patterns of occipito-parietal functional connectivity predict the precision of visual working memory.
NeuroImage
Elena M. Galeano Weber, Tim Hahn, Kirsten Hilger, Christian J. Fiebach
2015 J jnl
Reliance on functional resting-state network for stable task control predicts behavioral tendency for cooperation.
NeuroImage
Tim Hahn, Karolien Notebaert, Christine Anderl, Philipp Reicherts, Matthias J. Wieser, Juliane Kopf, Andreas Reif, Katrin Fehl, Dirk Semmann, Sabine Windmann
2015 J jnl
Sparse network-based models for patient classification using fMRI.
NeuroImage
Maria João Duarte Rosa, Liana Catarina Lima Portugal, Tim Hahn, Andreas J. Fallgatter, Marta I. Garrido, John Shawe-Taylor, Janaina Mourão Miranda
2014 J jnl
Correction to "SCoRS - A Method Based on Stability for Feature Selection and Mapping in Neuroimaging".
IEEE Trans. Medical Imaging
Jane M. Rondina, Tim Hahn, Leticia de Oliveira, Andre F. Marquand, Thomas Dresler, Thomas Leitner, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda
2014 J jnl
SCoRS - A Method Based on Stability for Feature Selection and Apping in Neuroimaging.
IEEE Trans. Medical Imaging
Jane M. Rondina, Tim Hahn, Leticia de Oliveira, Andre F. Marquand, Thomas Dresler, Thomas Leitner, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda
2013 J jnl
The tricks of the trait: Neural implementation of personality varies with genotype-dependent serotonin levels.
NeuroImage
Tim Hahn, Sebastian Heinzel, Karolien Notebaert, Thomas Dresler, Andreas Reif, Klaus-Peter Lesch, Peter M. Jakob, Sabine Windmann, Andreas J. Fallgatter
2013 J jnl
Variability of (functional) hemodynamics as measured with simultaneous fNIRS and fMRI during intertemporal choice.
NeuroImage
Sebastian Heinzel, Florian B. Haeussinger, Tim Hahn, Ann-Christine Ehlis, Michael M. Plichta, Andreas J. Fallgatter
2012 J jnl
Randomness of resting-state brain oscillations encodes Gray's personality trait.
NeuroImage
Tim Hahn, Thomas Dresler, Ann-Christine Ehlis, Martin Pyka, Alica C. Dieler, Claudia Saathoff, Peter M. Jakob, Klaus-Peter Lesch, Andreas J. Fallgatter
2011 J jnl
NOS1 ex1f-VNTR polymorphism influences prefrontal brain oxygenation during a working memory task.
NeuroImage
Juliane Kopf, Martin Schecklmann, Tim Hahn, Thomas Dresler, Alica C. Dieler, Martin J. Herrmann, Andreas J. Fallgatter, Andreas Reif
2011 J jnl
Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine.
NeuroImage
Janaina Mourão Miranda, David R. Hardoon, Tim Hahn, Andre F. Marquand, Steven C. R. Williams, John Shawe-Taylor, Michael J. Brammer
2010 — —
Integrating neurobiological markers of depression: an fMRI-based pattern classification approach (Integration neurobiologischer Marker depressiver Erkrankungen mittels fMRT-basierter Musterklassifikation)
Tim Hahn
2009 J jnl
Neural response to reward anticipation is modulated by Gray's impulsivity.
NeuroImage
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