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MedPAO-Assist: Edge-Deployable, Modality-Aware Agentic AI for Radiology Report Structuring
Not provided in the abstract
edge-deploymentradiologyagentic AIstructured reporting
2610.26913
Builder Relevance
2h ago80%
Abstract
MedPAO-Assist is an edge-deployable AI framework that generates structured radiology reports from dictation and voice commands, addressing the limitations of cloud-based models.
Reality Card
Core Claim
MedPAO-Assist achieves structured radiology report generation on a standard laptop CPU with only 3.3 GB peak RAM and an average latency of 31 seconds.
Method / Result
Supports four major imaging modalities and operates entirely offline without keyboard input or internet connectivity.
Limitations
The system's performance may vary based on hardware specifications and the specific imaging modalities used.
Paper to code
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