• 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

    Dissertation prize of the Faculty of MedicineUniversity of Münster
    Paper of the Month – Medizinische Fakultät der Universität Münster
    Forschungsförderpreis – Maria-Möller-Stiftung
  • Publications

    • , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “Proceedings of the OHBM Brainhack 2022.Aperture Neuro, 2014//4 doi: 10.52294/001c.92760.
    • , , , , , , , , , , and . . “pyAKI - An Open Source Solution to Automated KDIGO classification.https://arxiv.org 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 . . “A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder.JAMA Psychiatry, 2024/4/81 doi: 10.1001/jamapsychiatry.2023.5083.

    • , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . . “Genetic, individual, and familial risk correlates of brain network controllability in major depressive disorder.Molecular Psychiatry, 28 (3): 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, .