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ORCIDTim Hahn
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- affiliation: Johann Wolfgang Goethe University, Department of Cognitive Psychology II, Frankfurt, Germany
- affiliation: University of Würzburg, Germany
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2020 – today
- 2024
[j16]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:
GateNet: A novel neural network architecture for automated flow cytometry gating. Comput. Biol. Medicine 179: 108820 (2024)- [j15]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:
deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. Comput. Biol. Medicine 179: 108845 (2024) - [c2]Ramona Leenings, Maximilian Konowski, Nils R. Winter, Jan Ernsting, Lukas Fisch, Carlotta B. C. Barkhau, Udo Dannlowski, Andreas Lügering, Xiaoyi Jiang, Tim Hahn:
C-TRUS: A Novel Dataset and Initial Benchmark for Colon Wall Segmentation in Transabdominal Ultrasound. ASMUS@MICCAI 2024: 101-111 - [i16]Christian Porschen, Jan Ernsting, Paul Brauckmann, Raphael Weiss, Till Würdemann, Hendrik Booke, Wida Amini, Ludwig Maidowski, Benjamin Risse, Tim Hahn, Thilo Caspar von Groote:
pyAKI - An Open Source Solution to Automated KDIGO classification. CoRR abs/2401.12930 (2024) - [i15]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:
deepmriprep: Voxel-based Morphometry (VBM) Preprocessing via Deep Neural Networks. CoRR abs/2408.10656 (2024) - [i14]Jan Ernsting, Phillip Nikolas Beeken, Lynn Ogoniak, Jacqueline Kockwelp, Tim Hahn, Alexander Siegfried Busch, Benjamin Risse:
Towards Population Scale Testis Volume Segmentation in DIXON MRI. CoRR abs/2410.22866 (2024) - 2023
- [j14]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:
Data-driven multivariate identification of gyrification patterns in a transdiagnostic patient cohort: A cluster analysis approach. NeuroImage 281: 120349 (2023) - [i13]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:
From Group-Differences to Single-Subject Probability: Conformal Prediction-based Uncertainty Estimation for Brain-Age Modeling. CoRR abs/2302.05304 (2023) - [i12]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:
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks. CoRR abs/2308.07003 (2023) - [i11]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:
DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features. CoRR abs/2311.11046 (2023) - [i10]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:
GateNet: A novel Neural Network Architecture for Automated Flow Cytometry Gating. CoRR abs/2312.07316 (2023) - 2022
- [j13]Ramona Leenings, Nils R. Winter, Udo Dannlowski, Tim Hahn:
Recommendations for machine learning benchmarks in neuroimaging. NeuroImage 257: 119298 (2022) - 2021
- [i9]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:
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. CoRR abs/2103.11695 (2021) - [i8]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:
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. CoRR abs/2107.07977 (2021) - [i7]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:
Genetic, Individual, and Familial Risk Correlates of Brain Network Controllability in Major Depressive Disorder. CoRR abs/2107.10169 (2021) - [i6]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:
A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder. CoRR abs/2107.10178 (2021) - [i5]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:
Towards a Network Control Theory of Electroconvulsive Therapy Response. CoRR abs/2112.07408 (2021) - 2020
- [c1]Julian Varghese, Michael Fujarski, Tim Hahn, Martin Dugas, Tobias Warnecke:
The Smart Device System for Movement Disorders: Preliminary Evaluation of Diagnostic Accuracy in a Prospective Study. MIE 2020: 889-893 - [i4]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:
PHOTON - A Python API for Rapid Machine Learning Model Development. CoRR abs/2002.05426 (2020) - [i3]Ramona Leenings, Nils Ralf Winter, Kelvin Sarink, Jan Ernsting, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn:
The PHOTON Wizard - Towards Educational Machine Learning Code Generators. CoRR abs/2002.05432 (2020)
2010 – 2019
- 2019
- [j12]Michele Donini, João M. Monteiro, Massimiliano Pontil, Tim Hahn, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda:
Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important. NeuroImage 195: 215-231 (2019) - [i2]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:
Biological sex classification with structural MRI data shows increased misclassification in transgender women. CoRR abs/1911.10617 (2019) - [i1]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:
Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression. CoRR abs/1912.06686 (2019) - 2017
- [j11]Elena M. Galeano Weber, Tim Hahn, Kirsten Hilger, Christian J. Fiebach:
Distributed patterns of occipito-parietal functional connectivity predict the precision of visual working memory. NeuroImage 146: 404-418 (2017) - 2015
- [j10]Maria João Duarte Rosa, Liana Catarina Lima Portugal, Tim Hahn, Andreas J. Fallgatter, Marta I. Garrido, John Shawe-Taylor, Janaina Mourão Miranda:
Sparse network-based models for patient classification using fMRI. NeuroImage 105: 493-506 (2015) - [j9]Tim Hahn, Karolien Notebaert, Christine Anderl, Philipp Reicherts, Matthias J. Wieser, Juliane Kopf, Andreas Reif, Katrin Fehl, Dirk Semmann, Sabine Windmann:
Reliance on functional resting-state network for stable task control predicts behavioral tendency for cooperation. NeuroImage 118: 231-236 (2015) - 2014
- [j8]Jane M. Rondina, Tim Hahn, Leticia de Oliveira, Andre F. Marquand, Thomas Dresler, Thomas Leitner, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda:
SCoRS - A Method Based on Stability for Feature Selection and Apping in Neuroimaging. IEEE Trans. Medical Imaging 33(1): 85-98 (2014) - [j7]Jane M. Rondina, Tim Hahn, Leticia de Oliveira, Andre F. Marquand, Thomas Dresler, Thomas Leitner, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda:
Correction to "SCoRS - A Method Based on Stability for Feature Selection and Mapping in Neuroimaging". IEEE Trans. Medical Imaging 33(3): 794 (2014) - 2013
- [j6]Sebastian Heinzel, Florian B. Haeussinger, Tim Hahn, Ann-Christine Ehlis, Michael M. Plichta, Andreas J. Fallgatter:
Variability of (functional) hemodynamics as measured with simultaneous fNIRS and fMRI during intertemporal choice. NeuroImage 71: 125-134 (2013) - [j5]Tim Hahn, Sebastian Heinzel, Karolien Notebaert, Thomas Dresler, Andreas Reif, Klaus-Peter Lesch, Peter M. Jakob, Sabine Windmann, Andreas J. Fallgatter:
The tricks of the trait: Neural implementation of personality varies with genotype-dependent serotonin levels. NeuroImage 81: 393-399 (2013) - 2012
- [j4]Tim Hahn, Thomas Dresler, Ann-Christine Ehlis, Martin Pyka, Alica C. Dieler, Claudia Saathoff, Peter M. Jakob, Klaus-Peter Lesch, Andreas J. Fallgatter:
Randomness of resting-state brain oscillations encodes Gray's personality trait. NeuroImage 59(2): 1842-1845 (2012) - 2011
- [j3]Juliane Kopf, Martin Schecklmann, Tim Hahn, Thomas Dresler, Alica C. Dieler, Martin J. Herrmann, Andreas J. Fallgatter, Andreas Reif:
NOS1 ex1f-VNTR polymorphism influences prefrontal brain oxygenation during a working memory task. NeuroImage 57(4): 1617-1623 (2011) - [j2]Janaina Mourão Miranda, David R. Hardoon, Tim Hahn, Andre F. Marquand, Steven C. R. Williams, John Shawe-Taylor, Michael J. Brammer:
Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine. NeuroImage 58(3): 793-804 (2011) - 2010
- [b1]Tim Hahn:
Integrating neurobiological markers of depression: an fMRI-based pattern classification approach (Integration neurobiologischer Marker depressiver Erkrankungen mittels fMRT-basierter Musterklassifikation). Würzburg University, Germany, 2010
2000 – 2009
- 2009
- [j1]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:
Neural response to reward anticipation is modulated by Gray's impulsivity. NeuroImage 46(4): 1148-1153 (2009)
Coauthor Index
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