3 papers
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…
eess.IV2025
Efficient Knowledge Distillation of SAM for Medical Image Segmentation
Kunal Dasharath Patil, Gowthamaan Palani, Ganapathy Krishnamurthi
The Segment Anything Model (SAM) has set a new standard in interactive image segmentation, offering robust performance across various tasks. However, its significant computational…