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...
Prif Awduron: | Park, RY, Windsor, R, Jamaludin, A, Zisserman, A |
---|---|
Fformat: | Conference item |
Iaith: | English |
Cyhoeddwyd: |
Springer
2024
|
Eitemau Tebyg
-
Automated detection, labelling and radiological grading of clinical spinal MRIs
gan: Windsor, R, et al.
Cyhoeddwyd: (2024) -
Automated detection, labelling and radiological grading of clinical spinal MRIs
gan: Rhydian Windsor, et al.
Cyhoeddwyd: (2024-07-01) -
A convolutional approach to vertebrae detection and labelling in whole spine MRI
gan: Windsor, R, et al.
Cyhoeddwyd: (2020) -
SpineNetV2: Automated detection, labelling and radiological grading of clinical MR scans
gan: Windsor, R, et al.
Cyhoeddwyd: (2022) -
Vision-language modelling for radiological imaging and reports in the low data regime
gan: Windsor, R, et al.
Cyhoeddwyd: (2024)