Interpretable machine learning for prediction of clinical outcomes in acute ischemic stroke

ConclusionML algorithms demonstrated proficient prediction for the 3-month functional outcome in AIS patients. With the aid of the SHAP method, we can attain an in-depth understanding of how critical features contribute to model predictions and how changes in these features influence such predictions.
Source: Frontiers in Neurology - Category: Neurology Source Type: research