Angelica Davenport
Senior Scientist - Clinical Pharmacology & Quantitative Science Genmab
Angelica is Senior Scientist in Clinical Pharmacology & Quantitative Science at Genmab, where she applies quantitative systems pharmacology (QSP) modeling to support clinical development and optimize therapeutic strategies in oncology. With expertise in mechanistic modeling, biomarker identification, experimental design, and multi-omic data integration, she develops predictive models that inform combination therapies, clinical decision-making, and model-informed drug development, building on a strong mathematical research background in cancer systems biology.
Seminars
Wednesday 18th November 2026
Connecting the Dots in Mechanisms of Action: Why One Dataset is Never Enough
2:00 pm
- 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
