CatBoost Predicted Stroke-Associated Pneumonia After Bridging Therapy
TL;DR: A 2026 preprint in medRxiv reported that an interpretable CatBoost machine-learning model predicted stroke-associated pneumonia after acute ischemic stroke bridging therapy with a test-set AUC of 0.932, with 7-day stroke severity and early inflammatory markers among the strongest contributors. Key Findings 135 stroke patients: The retrospective analysis included 135 acute ischemic stroke patients who …
