Ariel Sacknovitz

Prediction Model for Intensive Care Unit Mortality in Patients with Spine Fracture: Can Machine Learning be Used to Improve Current Standards?

Abstract Background The APACHE-IV is the gold standard for ICU mortality prediction across a multitude of patient conditions. We aim to create a machine learning model to predict ICU mortality for patients with spine fracture with similar predictive capabilities as the APACHE-IV,...

Spine Centers in Northeastern United States: Assessing Similarities and Disparities to Build more Homogeneity Across the Country

PROPOSE OF REVIEW: Spine centers are common, but no standardized regulations govern their designation. Existing certifications are issued by multiple independent organizations and are not necessarily equivalent, while many centers remain non-accredited. Consequently, centers may...

Real-World Safety and Efficacy of Middle Meningeal Artery Embolization for Chronic Subdural Hematoma: A Retrospective Cohort Study of 38 049 Patients

BACKGROUND: Chronic subdural hematoma is a complex but commonly treated neurosurgical condition, particularly affecting the elderly. Traditional treatment involves open surgeries, but middle meningeal artery embolization (MMAE) has emerged as an effective, minimally invasive adju...