Executive Summary This week, the focus of leading-edge research and policy has decisively shifted from proving model accuracy (a largely solved problem) to confronting the primary frictions impeding real-world clinical translation. 1. The Economics of Validation: A recognition that AI's iterative nature is fundamentally misaligned with the static,
Summary of the AI Use Case AI-Enabled ECG Alerts and Mortality by Lin CS et al., Nat Med, 2024 evaluated if an AI-enabled electrocardiogram (AI-ECG) could reduce patient mortality by sending warning messages to physicians about individuals at high risk. The AI was designed to find "concealed information"
AI could revolutionize mammography by performing initial reads, autonomously clearing a large percentage of normal cases.