Richard L. Zampolin

Machine Learning Prediction of Treatment Failure After Middle Meningeal Artery Embolization for Subdural Hematoma

BACKGROUND AND OBJECTIVES: Middle meningeal artery embolization (MMAE) is effective for chronic subdural hematoma (SDH), but failure rates vary and risk prediction tools are lacking. This study developed and validated a machine learning (ML) model to predict MMAE treatment failur...