AWS recently unveiled an AI-driven radiology report validation system employing Amazon Nova Lite through Bedrock to support healthcare workflows.
The foundation model parses radiology reports and verifies their adherence to ACR (American College of Radiology) guidelines, assessing diagnostic completeness, identifying missing anatomical structures, and offering structured feedback.
Using the MIMIC-CXR chest x-ray dataset and ACR appropriateness criteria, the proof-of-concept demonstrates how generative AI can enhance patient care by improving report accuracy and reducing clinician oversight. The system represents a step forward in applying LLMs to critical medical documentation.
