Angelica Davenport
Seminars
Wednesday 18th November 2026
Connecting the Dots in Mechanisms of Action: Why One Dataset is Never Enough
11:30 am
- How pharma and biotech integrate diverse external datasets including public -omics resources, published literature, standard of care data, and real-world evidence to improve confidence in early-stage predictions with limited clinical datasets
- Practical approaches for incorporating heterogenous data into mechanistic models, methodological challenges associated with data quality and population differences, and strategies for communicating uncertainty and model assumptions to project teams and regulators
