Research Areas
- Development of biomarkers in the field of mental disorders
- High-dimensional pattern recognition (machine learning and modeling)
- Neural basis of stable behavioral tendencies
Selected Publications
Winter NR, Leenings R, Ernsting J, …, Dohm K, …, Leehr EJ, …, Jansen A, Nenadic I, …, Forstner AJ, …, Groß J, …, Kircher T, Dannlowski U*, Hahn T* (*equal contribution). Quantifying Deviations of Brain Structure and Function in Major Depressive Disorder across Neuroimaging Modalities. JAMA Psychiatry 2022;79(9):879-888.
Hahn T, Ernsting J, Winter NR, …, Kircher T, Risse B, Gaser C, Cole JH, Dannlowski U, Berger K. An uncertainty-aware, shareable and transparent neural network architecture for brain-age modeling. Science Advances 2022;8(1):eabg9471.
Winter NR, Cearns M, Clark SR, Leenings R, Dannlowski U, Baune BT, Hahn T. From multivariate methods to an AI ecosystem. Molecular Psychiatry 2021; 26(11):6116-6120.
Flint C, Cearns M, Opel N, Redlich R, Mehler DMA, Emden D, Winter NR, Leenings R, Eickhoff SB, Kircher T, Krug A, Nenadic I, Arolt V, Clark S, Baune BT, Jiang X, Dannlowski U, Hahn T. Systematic misestimation of machine learning performance in neuroimaging studies of depression. Neuropsychopharmacology 2021;46(8):1510-1517.
Hahn T, Fisch L, Ernsting J, Winter NR, Leenings R, Sarink K, Emden D, Kircher T, Berger K, Dannlowski U. From ‘loose fitting’ to high-performance, uncertainty-aware brain-age modelling. Brain 2021;144(3):e31.
Academic CV
2019-present | W3 Heisenberg Professor for Machine Learning and Predictive Analytics in Psychiatry, Universität Münster, Germany |
2017-2019 | Group leader Medical Machine Learning Group Institute for Translational Psychiatry, Westfälische Wilhelms-Universität Münster, Germany |
2011-2017 | Akademischer Rat at the Department of Cognitive Psychology II, Goethe-Universität Frankfurt, Germany |
2010 | PhD in Neurobiology, Universität Würzburg, Germany |
2007-2010 | PhD scholarship of the German Excellence Initiative at the Graduate School of Life Science, Universität Würzburg (with Prof. A. Fallgatter) |
2001-2007 | Psychology, Philipps-Universität Marburg, Germany |