Article

Automated Prediction of Radiological Protocols Using Retrieval Augmented Generation

2025-09-17

Abstract excerpt

<title>Abstract</title> <p>Radiological protocol selection is a critical but time-consuming step in clinical workflow, requiring radiologists to match patient indications with the appropriate MRI or CT protocol. Manual selection can be prone to delays or potential errors, and automated approaches must contend with substantial data imbalance, site-specific variation, and evolving nomenclature. We investigated whet...

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Literature Corpus work: 50a4c3c0-bba2-5056-bfb2-f1607af00641
DOI: 10.21203/rs.3.rs-7623430/v1

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