Research
46d agoToulmin Model Framework Enhances Retinal Diagnosis
A new framework uses the Toulmin model of argumentation to decompose image-based medical diagnoses into claims, grounds, and warrants. A MedGemma agent provides the medical knowledge necessary to link extracted biomarkers to final diagnostic claims.
The Signal
This structured approach moves beyond standard XAI to provide a more interpretable audit trail for clinicians.