AMIA looks ahead toward health data export challenges

Dr. Nuria Ruiz Hombrebueno says Madrid's Regional Government has created a Ministry for Digitalization and a Directorate General for Digital Health to drive interoperability, AI, data and remote monitoring initiatives across the region.

Peiling Yap, chief scientist at HealthAI, says that many responsible AI projects never move beyond pilot stages because weak governance and a lack of clear regulatory guardrails block safe scaling and widespread adoption.

With predictive risk scores and care management data, providers can proactively target "high and rising risk populations" and treat behavioral health with urgency, says Yagnesh Vadgama, VP of payor strategy and network development at CentralReach.