Publications

Marius Gruber, Henrike Klein, Marco Mauritz, Siemon C De Lange, Pascal Grumbach, Janik Goltermann, Nils Ralf Winter, Katharina Thiel, Alexandra Winter, Kira Flinkenflügel, Tiana Borgers, Verena Enneking, Melissa Klug, Frederike Stein, Katharina Brosch, Florian Thomas-Odenthal, Adrian Wroblewski, Olaf Steinsträter, Julia-Katharina Pfarr, Ulrika Evermann, Paula Usemann, Susanne Meinert, Dominik Grotegerd, Nils Opel, Tim Hahn, Elisabeth Leehr, Jochen Bauer, Andreas Reif, Andreas Jansen, Axel Krug, Igor Nenadic, Tilo Kircher, Martijn P Van Den Heuvel, Udo Dannlowski, Jonathan Repple (2022). The Impact of Cognitive Reserve on Cognitive Impairment, Brain Network Pathology and Disease Trajectory in Major Depressive Disorder.
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Nils R. Winter, Tim Hahn (2022). Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders. Molecular Psychiatry.
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Janik Goltermann, Nils Ralf Winter, Susanne Meinert, Lisa Sindermann, Hannah Lemke, Elisabeth J Leehr, Dominik Grotegerd, Alexandra Winter, Katharina Thiel, Lena Waltemate, Fabian Breuer, Jonathan Repple, Marius Gruber, Maike Richter, Vanessa Teckentrup, Nils B Kroemer, Katharina Brosch, Tina Meller, Julia-Katharina Pfarr, Kai Gustav Ringwald, Frederike Stein, Walter Heindel, Andreas Jansen, Tilo Kircher, Igor Nenadić, Udo Dannlowski, Nils Opel, Tim Hahn (2022). Resting-state functional connectivity patterns associated with childhood maltreatment in a large bicentric cohort of adults with and without major depression. Psychological Medicine.
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Ramona Leenings, Nils R. Winter, Udo Dannlowski, Tim Hahn (2022). Recommendations for machine learning benchmarks in neuroimaging. NeuroImage.
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Nils R. Winter, Ramona Leenings, Jan Ernsting, Kelvin Sarink, Lukas Fisch, Daniel Emden, Julian Blanke, Janik Goltermann, Nils Opel, Carlotta Barkhau, Susanne Meinert, Katharina Dohm, Jonathan Repple, Marco Mauritz, Marius Gruber, Elisabeth J. Leehr, Dominik Grotegerd, Ronny Redlich, Andreas Jansen, Igor Nenadic, Markus M. Nöthen, Andreas Forstner, Marcella Rietschel, Joachim Groß, Jochen Bauer, Walter Heindel, Till Andlauer, Simon B. Eickhoff, Tilo Kircher, Udo Dannlowski, Tim Hahn (2022). Quantifying Deviations of Brain Structure and Function in Major Depressive Disorder Across Neuroimaging Modalities. JAMA Psychiatry.
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Yann Quidé, Oliver J. Watkeys, Emiliana Tonini, Dominik Grotegerd, Udo Dannlowski, Igor Nenadić, Tilo Kircher, Axel Krug, Tim Hahn, Susanne Meinert, Janik Goltermann, Marius Gruber, Frederike Stein, Katharina Brosch, Adrian Wroblewski, Florian Thomas-Odenthal, Paula Usemann, Benjamin Straube, Nina Alexander, Elisabeth J. Leehr, Jochen Bauer, Nils R. Winter, Lukas Fisch, Katharina Dohm, Wulf Rössler, Lukasz Smigielski, Pamela DeRosse, Ashley Moyett, Josselin Houenou, Marion Leboyer, James Gilleen, Sophia I. Thomopoulos, Paul M. Thompson, André Aleman, Gemma Modinos, Melissa J. Green (2022). Childhood trauma moderates schizotypy-related brain morphology: Analyses of 1,182 healthy individuals from the ENIGMA Schizotypy working group. medRxiv.
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Agoston Mihalik, James Chapman, Rick A. Adams, Nils R. Winter, Fabio S. Ferreira, John Shawe-Taylor, Janaina Mourão-Miranda, Alzheimer’s Disease Neuroimaging Initiative (2022). Canonical Correlation Analysis and Partial Least Squares for identifying brain-behaviour associations: a tutorial and a comparative study. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging.
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Hannah Lemke, Hannah Klute, Jennifer Skupski, Katharina Thiel, Lena Waltemate, Alexandra Winter, Fabian Breuer, Susanne Meinert, Melissa Klug, Verena Enneking, Nils R. Winter, Dominik Grotegerd, Elisabeth J. Leehr, Jonathan Repple, Katharina Dohm, Nils Opel, Frederike Stein, Tina Meller, Katharina Brosch, Kai G. Ringwald, Julia-Katharina Pfarr, Florian Thomas-Odenthal, Tim Hahn, Axel Krug, Andreas Jansen, Walter Heindel, Igor Nenadić, Tilo Kircher, Udo Dannlowski (2022). Brain structural correlates of recurrence following the first episode in patients with major depressive disorder. Translational Psychiatry.
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Jonathan Repple, Amelie König, Siemon C. De Lange, Nils Opel, Ronny Redlich, Susanne Meinert, Dominik Grotegerd, Marco Mauritz, Tim Hahn, Tiana Borgers, Elisabeth J. Leehr, Nils Winter, Janik Goltermann, Verena Enneking, Stella M. Fingas, Hannah Lemke, Lena Waltemate, Katharina Dohm, Maike Richter, David M.A. Mehler, Vincent Holstein, Marius Gruber, Igor Nenadic, Axel Krug, Katharina Brosch, Simon Schmitt, Frederike Stein, Tina Meller, Andreas Jansen, Olaf Steinsträter, Azmeraw T. Amare, Tilo Kircher, Bernhard T. Baune, Martijn P. Van Den Heuvel, Udo Dannlowski (2022). Association Between Genetic Risk for Type 2 Diabetes and Structural Brain Connectivity in Major Depressive Disorder. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging.
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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 (2022). An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling. Science Advances.
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