Author

Ariel Sacknovitz

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Open access Sep 2026

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

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, but with fewer inputs. STUDY DESIGN The MIMIC-...

Maor Shir, Ariel Sacknovitz, Matthew Blakley et al. · Neurocritical Care · 0 citations

Open access Aug 2026

Bibliometric Analysis of Global Research Activity on Stroke Mortality: 1961–2024

This bibliometric analysis showed a steady but modest research growth, with the USA and China leading in output and citation, and thematic shifts revealed movement from clinical risk factors to public health and biological predictors.

M. Nawaiseh, Q. Nawaiseh, Meryem Hamam et al. · Neuroepidemiology · 0 citations