In May 2024, we published a 2024 Protocol Roadmap, and we want to give an end-of-year update. We will follow up soon with a forward-looking roadmap for 2025.

The generalizability of AI to clinical practice remains in question62. Many different ML models have been reported in the literature for their ability to outperform humans in medical settings, however, few have been generalized for broad, clinical use62. Often, these...