Teaching Experiences

Teaching Assistant

Multimodal Artificial Intelligence
Lecture
SS 2026
Deep Learning for Computer Vision I: Basics
SS 2023 SS 2024 SS 2025
Deep Learning for Computer Vision II: Advanced Topics
WS 22/23 WS 23/24 WS 24/25
Practical Course: Computer Vision for HCI
SS 2023 SS 2024 SS 2025
- SS 2023
  Foot Capture
  MIDL 2024
  An AR-guided mobile app that enables untrained users to acquire high-quality 3D foot models using photogrammetry.
  Paper Publication Page
- SS 2024
  Every Metastasis Counts (CC-Metrics)
  AAAI 2025
  A connected-component-based evaluation protocol that redefines how segmentation metrics assess multi-instance medical tasks by treating each lesion equally, mitigating standard metrics’ bias toward large components.
  Paper Publication Page
- SS 2025
  Chat with your PET
  Ongoing
  Utilizing large language models as planners to analyze radiological images, grounded in a medical knowledge base.
Seminar: Computer Vision for HCI
WS 21/22 WS 23/24 WS 24/25
Seminar: Multimodal Large Language Models
SS 2024 SS 2025

Christopher Greene Semantic Segmentation with Diffusion Models for Medical Data
Valentin Khan-Blouki Deformable Data Augmentation — Within and Beyond Anatomical Plausibility
Lena Heinemannco-supervised Interactive Segmentation of Medical Images using the Segment Anything Model (SAM) and Grounding DINO Paper Publication Page
Keyi Li Towards Improved Pathology Segmentation in PET/CT Volumetric Images Using Anatomical Priors Paper Publication Page