Dual-center validation of using magnetic resonance imaging radiomics to predict stereotactic radiosurgery outcomes.

Neuro-oncology advances(2023)

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摘要
Using the presented validated methodology, radiomic models trained at a single center can be used externally, though they must utilize features important across all centers. These models' accuracies are inferior to those of models trained using each individual center's data. Pooling data across centers shows accurate and balanced performance, though further validation is required.
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关键词
stereotactic radiosurgery outcomes,radiomics,magnetic resonance imaging,dual-center
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