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Matthew Blakley

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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. · 0 citations

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