Nick Janßen

Nick Janßen is a researcher at the Institute for Information Processing, Leibniz University Hannover, working towards his PhD since July 2024 in Dr. Melanie Schaller’s group. His research focuses on state space models and audio monitoring applications in biomedical contexts.

• Education:
  • Master’s Degree in Computer Engineering (2024), Leibniz University Hannover
  • Bachelor’s studies in Computer Engineering (2018–2024)

His research interests include machine learning, signal processing, and probabilistic modeling, particularly applied to medical engineering and data segmentation. Recent work explores audio monitoring for surgical applications and conditional normalizing flows for error detection in segmentation data.

Notable publications include a preprint on state space models for bone cement disintegration monitoring (2025) and a dataset on erosion depth analysis (2024). His methodological work bridges computer science and biomedical engineering.