PIRTA generates acute ischemic stroke radiology reports by retrieving similar 3D DWI/ADC images and augmenting LLM generation with their paired expert reports, improving ischemic-territory accuracy over direct image-to-text baselines.
, author Coutinho, A.M.N
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Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation
PIRTA generates acute ischemic stroke radiology reports by retrieving similar 3D DWI/ADC images and augmenting LLM generation with their paired expert reports, improving ischemic-territory accuracy over direct image-to-text baselines.