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...

Descripció completa

Dades bibliogràfiques
Autors principals: Park, RY, Windsor, R, Jamaludin, A, Zisserman, A
Format: Conference item
Idioma:English
Publicat: Springer 2024