Lisa Graf
PhD Researcher
lgraf@informatik.uni-freiburg.de
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
Collaboration partners: - Medical Center - University of Freiburg
- Hochschule Furtwangen (IMTT)
- Mesalvo
- Robotic Soccer - Reinforcement Learning for RoboCup Small Size League
Collaboration partners: -
Cardiac Surgery Data Evaluation - Data Evaluation for data collected on the Intraoperative Heart-Lung Machine in Pediatric and Adult Cardiac Surgery
Collaboration partners:
Publications
2025
- L. M. Schoeler, Graf, L., A. Ritzi, M. Simon, A. Airola & L.-M. Peltonen (2025). Determining the Ground Truth for the Prediction of Delirium in Adult Patients in Acute Care: A Scoping Review. Accepted at JAMIA Open Link
- 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
- Co-organization for Seminar on Machine Learning in Health (WS 2024/25)
- Co-organization for Seminar on Machine Learning in Health (WS 2023/24)
- TA for Seminar on Current Works in Deep Reinforcement Learning (SS 2023)
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
- T. Rosenlicht: Towards Reinforcement Learning in the RoboCup Small Size League (master's project, until April 2025)
- S. Friedrich: Performance Analysis of Embeddings for EHR data with Missing Values in Delirium Onset Prediction (master's thesis, until September 2024)
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
- Qualification video: Youtube
- TurtleRabbit has preliminarily qualified but has withdrawn from RoboCup 2025
2024
- Team description paper: TurtleRabbit 2024 SSL Team Description Paper
- Qualification video: Youtube
- TurtleRabbit has successfully qualified and participated in RoboCup SSL 2024 in Eindhoven