Mahdi Safarnejad
Head of AI & Data Huma
Seminars
Thursday 10th December 2026
From Risk Model to Millions: Clinical AI at Population Scale
9:30 am
- Designing and validating clinical risk models for whole-population use, where accessibility, missing data and generalisability matter more than headline accuracy
- Turning a validated model into a live national programme: population-wide engagement, stratifying risk into finite clinical capacity, and country specific data residency requirements
- Sustaining AI once deployed: embedding regulatory requirements into platform architecture, and monitoring model drift as early detection changes the screened population
