The Fine-Tuned Large Language Model for Extracting the Progressive Bone Metastasis from Unstructured Radiology Reports.

Inter-rater agreement of test datasets revealed “almost perfect” with Cohen’s κ = 0.979. Association Between the Number of Epochs in the Training Dataset and Performance in the Validation Dataset Accuracy and the sensitivity of progressive bone metastasis revealed an increasing trend up to 6 epochs, and they reached an almost plateau over 10 epochs (Fig. 3 ).

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