Erez Nossek

Objective motion-based performance assessment in STA-MCA microanastomosis: a postprocedural debriefing platform

OBJECTIVE The aim of this study was to develop and demonstrate a postprocedural motion analysis platform capable of objectively quantifying intraoperative surgeon micromovements to facilitate evidence-based self-debriefing in suturing superficial temporal artery–middle cerebral a...

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...