Noncancer Disease Summary Table Landscape 20260322

Machine Learning on Routine Blood Tests: 12 Non-Cancer DiseasesSummary Table—CBC, CMP, Lipid, Thyroid, and Liver Function Panel Signatures—Algorithm Performance and Deployment Status • March 2026

Sources: See individual white papers in this series for full citations and endnotes. Cancer detection papers (13 cancers, including ColonFlag and LungFlag) are documented in the companion cancer series. AUC figures are drawn from peer-reviewed publications; ranges reflect performance across multiple independent validation cohorts. Primary biliary cholangitis and Addison’s disease represent the two largest algorithmic gaps identified in this series.