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Skip search results from other journals and go to results- 1 JMIR Medical Informatics
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We focused on model performance comparison, ranking of feature importance, and explanation of model predictions. We leveraged the SHapley Additive ex Planations (SHAP) to depict the stroke prediction models and guarantee that the models predict with a solid basis. For imbalanced prediction targets, preprocessing was performed with different resampling methods to balance the data set before model performance comparisons.
JMIR Med Inform 2022;10(3):e32508
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