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Lisa Graf

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PhD Researcher

 

Institute for Computer Science 
Albert-Ludwigs-University 
Georges-Koehler-Allee 201, Room 00 047
79110 Freiburg im Breisgau

 

 

 

 

About me

  • 04/2023 - current: Ph.D. Student in the Neurorobotics Lab, University of Freiburg
  • 01/2024 - 02/2024: Vising Researcher in the group of Oliver Obst at the Western Sydney University
  • 02/2020 - 12/2022: M.Sc. in Mechanical Engineering (Focus: Medical Technology & Cognitive Technical Systems), Karlsruhe Institut for Technology
  • 10/2016 - 01/2020: B.Sc. in Mechanical Engineering (Focus: Mechatronics), Karlsruhe Institut for Technology

Current Research Projects

  • KIDELIR - The KIDELIR project aims to develop a hybrid AI support system in collaboration with nursing professionals to identify and mitigate the risk of delirium, reducing the burden on caregivers. Ergebnissteckbrief
  • Reinforcement Learning for RoboCup Small Size League

  • Data Evaluation for data collected on the Intraoperative Heart-Lung Machine in Pediatric and Adult Cardiac Surgery

Publications

2025

  • Graf, L., Ritzi, A. & Schöler, L. (2025). Delirium Identification from Nursing Reports Using Large Language Models (accepted as a short communication paper at MIE 2025)

2024

  • Trinh, L., Anzuman, A., Batkhuu, E., Chan, D., Graf, L., Gurung, D., ... & Obst, O. (2024). TurtleRabbit 2024 SSL Team Description Paper. arXiv preprint arXiv:2402.08205.

Teaching

Academic Activities

  • Girls Day Workshop 2025 (Organization): Generative KI
  • Girls Day Workshop 2024 (Co-Organization): Generative KI
  • Girls Day Workshop 2023 (Co-Organization): KI in der Medizin

Students (Co-) Supervised

  • S. Friedrich: Performance Analysis of Embeddings for EHR data with Missing Values in Delirium Onset Prediction (master's thesis)

RoboCup SSL

During my visit to Western Sydney University, I joined a Small Size League (SSL) RoboCup Soccer team called TurtleRabbit. It was founded in 2023 and they competed in RoboCup 2024 in Eindhoven as a new team.

2025

 

2024