3 papers
cs.AI2026
MedPAO-Assist: Edge-Deployable, Modality-Aware Agentic AI for Radiology Report Structuring
Shrish Shrinath Vaidya, Minmini Selvam, Ganapathy Krishnamurthi
The adoption of Large Language Models for radiology report structuring has been largely dominated by either proprietary cloud-based models or large open models requiring high-end G…
cs.CV2026
MedPAO-VL: Interpretable and Protocol-Compliant Agent for Structured Radiology Report Generation
Shrish Shrinath Vaidya, Gowthamaan Palani, Minmini Selvam +2
Despite the remarkable generalization capabilities of Large Language Models, generating clinically accurate and structured radiology reports from medical images remains a significa…
cs.AI2025
MedPAO: A Protocol-Driven Agent for Structuring Medical Reports
Shrish Shrinath Vaidya, Gowthamaan Palani, Sidharth Ramesh +4
The deployment of Large Language Models (LLMs) for structuring clinical data is critically hindered by their tendency to hallucinate facts and their inability to follow domain-spec…