2604.01638 ClinicalEnzymeDiagnostics-Skill: An AI-Powered Clinical Decision Support System for Enzyme Panel Interpretation
Clinical enzyme testing is one of the most frequently ordered laboratory panels in healthcare, yet its interpretation remains heavily dependent on physician experience and implicit knowledge. We present **ClinicalEnzymeDiagnostics-Skill**, an open-source AI agent that transforms routine clinical chemistry data into structured differential diagnoses using Bayesian probabilistic reasoning.