Author

Shrish Shrinath Vaidya

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#artificial intelligence Preprint Oct 2026

MedPAO-Assist: Edge-Deployable, Modality-Aware Agentic AI for Radiology Report Structuring

MedPAO-Assist is presented, an edge-deployable agentic framework that generates structured radiology reports directly from radiologist dictation and voice commands, requiring only $\approx3.3$ GB peak RAM and achieving an average end-to-end latency of $\approx31$ seconds on a standard laptop CPU through an asynchronous...

Shrish Shrinath Vaidya, Minmini Selvam, Ganapathy Krishnamurthi · 0 citations

Preprint Oct 2026

MedPAO-VL: Interpretable and Protocol-Compliant Agent for Structured Radiology Report Generation

Despite the remarkable generalization capabilities of Large Language Models, generating clinically accurate and structured radiology reports from medical images remains a significant challenge. Current end-to-end approaches function as black boxes, prone to factual hallucinations and generating ungrounded findings. Thi...

Shrish Shrinath Vaidya, Gowthamaan Palani, Minmini Selvam et al. · 0 citations