Maternal Predictive AI for High-Risk Populations

October 15, 2026
AI & Digital Health
Explore how predictive AI is being applied to identify and manage high-risk maternal populations earlier and what it takes to translate these insights into proactive, cost-effective care models at scale. Discussion will focus on: ' How risk stratification models for preeclampsia, haemorrhage, and preterm birth are being developed and validated using multiple data streams to deliver earlier and more accurate alerts. ' How predictive insights are beginning to be integrated into care management workflows, and what it takes to translate these models into proactive intervention and cost reduction/ ' How these approaches are being applied in Medicaid and underserved populations, including enabling earlier referrals, additional monitoring, and targeted wraparound services.
Speakers
Hyagriv Simhan
Hyagriv Simhan, Director, Patient Care Delivery Innovation and Technology - UPMC