Conveners
🇬🇧 Workshop 1. Explainable Artificial Intelligence (XAI) in Clinical Decision Support Systems
- Zully Ritter (Universitätsmedizin Göttingen)
- Anne-Christin Hauschild (Universitätsmedizin Göttingen)
Description
Instructors: Jun.-Prof. Dr. Anne-Christin Hauschild, Dr. Zully Ritter (both KISSKI / University Medical Center Göttingen UMG)
Agenda:
- Lecture, 30 min
- Trustworthiness of AI for Clinical Decision Support (CDS)
- Introduction to XAI Methods
- XAI for CDS
- Current Developments on XAI
- Break, 15 min
- Hands-on, 120 min:
- 3 Jupyter labs will be provided for understanding and working the concepts learned in the lecture
- Jupyter labs:
(i) ML (setup),
(ii) ML and exercises on XAI (using an example),
(iii) complete pipeline for XAI (using an example)
- Discussion, 15 min
Max. number of participants: 20
