Automated spinal MRI labelling from reports using a large language model

We propose a general pipeline to automate the extraction of labels from radiology reports using large language models, which we validate on spinal MRI reports. The efficacy of our method is measured on two distinct conditions: spinal cancer and stenosis. Using open-source models, our method surpasse...

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Bibliografiske detaljer
Main Authors: Park, RY, Windsor, R, Jamaludin, A, Zisserman, A
Format: Conference item
Sprog:English
Udgivet: Springer 2024