•  

    Research Areas

    • Biomedical Imaging
    • Robust Uncertainty Estimation
  •  
    • Education

      Promotionsstudium, Computer Vision & Machine Learning Systems Gruppe (Prof. Benjamin Risse)
      Promotionsstudium, Medical Machine Learning Lab (Prof. Tim Hahn)
      Master of Science (Informatik), Universität Münster
      Bachelor of Science (Informatik), Universität Münster
  •  

    Research Articles (Journals)

    • Jamalabadi, Hamidreza; Hahn, Tim; Winter, Nils R.; Nozari, Erfan; Ernsting, Jan; Meinert, Susanne; Leehr, Elisabeth J.; Dohm, Katharina; Bauer, Jochen; Pfarr, Julia-Katharina; Stein, Frederike; Thomas-Odenthal, Florian; Brosch, Katharina; Mauritz, Marco; Gruber, Marius; Repple, Jonathan; Kaufmann, Tobias; Krug, Axel; Nenadic, Igor; Kircher, Tilo; Dannlowski, Udo; Derntl, Birgit. . ‘Interrelated effects of age and parenthood on whole-brain controllability: protective effects of parenthood in mothers.’ Frontiers in Aging Neuroscience 15. doi: 10.3389/fnagi.2023.1085153.
    • Hahn T; Winter NR; Ernsting J; Gruber M; Mauritz MJ; Fisch L; Leenings R; Sarink K; Blanke J; Holstein V; Emden D; Beisemann M; Opel N; Grotegerd D; Meinert S; Witt S; Heindel W; Nöthen MM; Rietschel M; Kircher T; Forstner AJ; Jansen A; Nenadic I; Andlauer TFM; Müller-Myhsok B; van den Heuvel MP; Walter M; Dannlowski U; Jamalabadi H; Repple J. . ‘Genetic, individual, and familial risk correlates of brain network controllability in major depressive disorder.Molecular Psychiatry 28, No. 3: 1057–1063. doi: 10.1038/s41380-022-01936-6.
    • Hahn, Tim; Jamalabadi, Hamidreza; Nozari, Erfan; Winter, Nils R.; Ernsting, Jan; Gruber, Marius; Mauritz, Marco J.; Grumbach, Pascal; Fisch, Lukas; Leenings, Ramona; Sarink, Kelvin; Blanke, Julian; Vennekate, Leon Kleine; Emden, Daniel; Opel, Nils; Grotegerd, Dominik; Enneking, Verena; Meinert, Susanne; Borgers, Tiana; Klug, Melissa; Leehr, Elisabeth J.; Dohm, Katharina; Heindel, Walter; Gross, Joachim; Dannlowski, Udo; Redlich, Ronny; Repple, Jonathan. . ‘Towards a network control theory of electroconvulsive therapy response.’ PNAS Nexus 2, No. 2. doi: 10.1093/pnasnexus/pgad032.

    • Winter, Nils R.; Leenings, Ramona; Ernsting, Jan; Sarink, Kelvin; Fisch, Lukas; Emden, Daniel; Blanke, Julian; Goltermann, Janik; Opel, Nils; Barkhau, Carlotta; Meinert, Susanne; Dohm, Katharina; Repple, Jonathan; Mauritz, Marco; Gruber, Marius; Leehr, Elisabeth J.; Grotegerd, Dominik; Redlich, Ronny; Jansen, Andreas; Nenadic, Igor; Noethen, Markus M.; Forstner, Andreas; Rietschel, Marcella; Gross, Joachim; Bauer, Jochen; Heindel, Walter; Andlauer, Till; Eickhoff, Simon B.; Kircher, Tilo; Dannlowski, Udo; Hahn, Tim. . ‘Quantifying Deviations of Brain Structure and Function in Major Depressive Disorder Across Neuroimaging Modalities.’ JAMA Psychiatry 79, No. 9. doi: 10.1001/jamapsychiatry.2022.1780.
    • Hahn T, Ernsting J, Winter NR, Holstein V, Leenings R, Beisemann M, Fisch L, Sarink K, Emden D, Opel N, Redlich R, Repple J, Grotegerd D, Meinert S, Hirsch JG, Niendorf T, Endemann B, Bamberg F, Kröncke T, Bülow R, Völzke H, von Stackelberg O, Sowade RF, Umutlu L, Schmidt B, Caspers S, Kugel H, 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 8, No. 1: eabg9471. doi: 10.1126/sciadv.abg9471.

    • Leenings R, Winter NR, Plagwitz L, Holstein V, Ernsting J, Sarink K, Fisch L, Steenweg J, Kleine-Vennekate L, Gebker J, Emden D, Grotegerd D, Opel N, Risse B, Jiang X, Dannlowski U, Hahn T. . ‘PHOTONAI-A Python API for rapid machine learning model development .’ PloS one 16. doi: 10.1371/journal.pone.0254062.
    • 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 144, No. 3: e31. doi: 10.1093/brain/awaa454.

    • Brix TJ, Bruland P, Sarfraz S, Ernsting J, Neuhaus P, Storck M, Doods J, Ständer S, Dugas M. . ‘ODM Data Analysis-A tool for the automatic validation, monitoring and generation of generic descriptive statistics of patient data.PloS one 13. doi: 10.1371/journal.pone.0199242.
  •  

    Honors