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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Hlavní autoři: Park, RY, Windsor, R, Jamaludin, A, Zisserman, A
Médium: Conference item
Jazyk:English
Vydáno: Springer 2024