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...
मुख्य लेखकों: | Park, RY, Windsor, R, Jamaludin, A, Zisserman, A |
---|---|
स्वरूप: | Conference item |
भाषा: | English |
प्रकाशित: |
Springer
2024
|
समान संसाधन
-
Automated detection, labelling and radiological grading of clinical spinal MRIs
द्वारा: Windsor, R, और अन्य
प्रकाशित: (2024) -
Automated detection, labelling and radiological grading of clinical spinal MRIs
द्वारा: Rhydian Windsor, और अन्य
प्रकाशित: (2024-07-01) -
A convolutional approach to vertebrae detection and labelling in whole spine MRI
द्वारा: Windsor, R, और अन्य
प्रकाशित: (2020) -
SpineNetV2: Automated detection, labelling and radiological grading of clinical MR scans
द्वारा: Windsor, R, और अन्य
प्रकाशित: (2022) -
Vision-language modelling for radiological imaging and reports in the low data regime
द्वारा: Windsor, R, और अन्य
प्रकाशित: (2024)