A University of Oxford startup developed a blood test using NMR-based metabolomics and machine learning to screen dogs for multiple diseases. The peer-reviewed study validates the non-invasive approach for early detection. This specific application of ML in veterinary diagnostics provides a blueprint for multi-disease screening tools in other animal species.