Mario Zanaty

Ultrasound neuromodulation hypotheses on the directionality of effects and community resource

ABSTRACT Low-intensity Transcranial Ultrasound Stimulation is a promising non-invasive technique for brain stimulation and focal neuromodulation. Research with humans and animal models has raised the possibility that TUS can be biased towards enhancing or suppressing neural funct...

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...