Machine Learning & Medicine 2.0 — 11 July 2025
This UoC-/UKK-internal, one-day workshop is part of the CDS workshop series Machine Learning + X and is the second event in the medical field. The first event, Machine Learning and Medicine, was held in July, 2023. The workshop is jointly organized by the Center for Data and Simulation Science (CDS), the Data-Driven Medical Research (DDMR) network, Cologne Excellence Cluster for Aging and Aging-Associated Diseases (CECAD), and Center for Integrated Oncology (CIO). It will take place in the lecture hall of the CECAD Research Center on the UKK campus (Joseph-Stelzmann-Str. 26).
Each presenter will prepare a pitch up to 10 minutes in length and a poster providing insights into their work, possibly also with planned use cases if a collaboration is sought. The presentation should focus on key findings and important information, while the poster should include essential details about the work.
Registration deadline: June 12, 2025
Date: 11 July 2025, 10:00 – 14:30 (tentative time window)
Location: CECAD building, lecture hall (ground floor)
Organization: Center for Data and Simulation Science (CDS), Data-Driven Medical Research (DDMR) network, Cologne Excellence Cluster for Aging and Aging-Associated Diseases (CECAD), Center for Integrated Oncology (CIO)
Contact
Agenda
- 10:00–10:05: Welcome
- 10:05–10:15: Presentation CDS (Axel Klawonn)
- 10:15–10:20: Presentation DDMR (Julia Gehrmann)
- 10:20–11:05: Pitches
- 11:05–11:35: Coffee Break
- 11:35–12:20: Pitches
- 12:20–14:00: Lunch & Poster Session
- 14:00: Wrap up
| Contributors (Pitch, Poster) | Pitch Title |
|---|---|
| Henrike Oberlack, Dhaval Shah | AI4Onco: Platform for translational AI research |
| Oya Beyan | BI-K Research: ML & Medicine bridging the Gap |
| Achim Tresch | Manifold Alignment for the Integration of Omics Modalities |
| Hussein Naji, Robin Warner | Oncological use-cases of the AI4Onco project |
| Nicolas Rehbach | Advancing Immune Checkpoint Inhibition Therapy through Multimodal Learning Methods |
| Axel Klawonn, Janine Weber | Selected Topics: Scientific Machine Learning |
Pitches & Poster Session
Workshop Machine Learning and Medicine in 2023