AI-based Drug Response Prediction - Integrating Immunological, Phenotypic, and Functional Data
26 Sep 2024
Drug Response Prediction
- What are some challenges with combining from multiple data sources?
- What are the challenges in rare diseases and how can those be overcome? Should small sample sizes deter us?
- What are some ethical/regulatory challenges in implementing AI-based drug response prediction?
- What are some challenges in adopting in the clinic that can be addressed in the discovery phase?
- How can we increase accuracy and speed thus bringing drugs to patients faster?