KDD2025

Charting Pathways to AI-Enabled Healthcare

Nina Mishra

Abstract

AI shows promising potential to improve patient health outcomes, and the accelerating pace of technological advancement suggests health AI may be approaching a transformative threshold. Despite this promise, widespread implementation remains elusive. What barriers persist, and how might we chart a viable path forward? This talk examines two critical pathways to realizing AI's potential in healthcare: how can we enable large-scale access to clinical data and how can we evolve AI to earn the trust of medical professionals?