• Research Foci

    • Biomedical Imaging
    • Robust Uncertainty Estimation
  • CV

    Academic 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

    Honors

    PromotionspreisMedizinische Fakultät der Universität Münster
    Paper of the MonthMedizinische Fakultät der Universität Münster
    ForschungsförderpreisMaria-Möller-Stiftung
  • Publications

    • , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “Proceedings of the OHBM Brainhack 2022.Aperture Neuro, 2014//4 doi: 10.52294/001c.92760.
    • , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder.JAMA Psychiatry, 2024/4/81 doi: 10.1001/jamapsychiatry.2023.5083.
    • , , , , , , , , , , and . . “pyAKI - An Open Source Solution to Automated KDIGO classification.” Preprint. arXiv doi: 10.48550/arXiv.2401.12930.
    • , , , , , , , , , , and . “deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks.Computers in Biology and Medicine, 179 doi: 10.1016/j.compbiomed.2024.108845.
    • , , , , , , , , , , , , , , and . . “GateNet: A novel neural network architecture for automated flow cytometry gating.Computers in Biology and Medicine, 179 doi: 10.1016/j.compbiomed.2024.108820.

    • , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “Genetic, individual, and familial risk correlates of brain network controllability in major depressive disorder.Molecular Psychiatry 3), 28 : 10571063. doi: 10.1038/s41380-022-01936-6.
    • , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “Towards a network control theory of electroconvulsive therapy response.PNAS Nexus 2), 2 doi: 10.1093/pnasnexus/pgad032.

  • Scientific Talk

    • Ernsting, Jan : “An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling”. Virtual St. Andrews-Bonn meeting: Early career focus - focused on techniques rather than results, Online, .