← Published work

Journal Article · 2025

Social determinants of health and disparities in spine surgery: a 10-year analysis of 8,565 cases using ensemble machine learning and multilayer perceptron

David Shin, Jacob Razzouk, Jonathan Thomas, Kai Nguyen, Andrew Cabrera, Daniel Bohen, Shaina A. Lipa, Christopher M. Bono, Christopher I. Shaffrey, Wayne Cheng, Olumide Danisa

ManuscriptManuscript

Publication record

The Spine Journal

David Shin, Jacob Razzouk, Jonathan Thomas, Kai Nguyen, Andrew Cabrera, Daniel Bohen, Shaina A. Lipa, Christopher M. Bono, Christopher I. Shaffrey, Wayne Cheng, Olumide Danisa. Social determinants of health and disparities in spine surgery: a 10-year analysis of 8,565 cases using ensemble machine learning and multilayer perceptron. The Spine Journal. 2025;25(10):2236-2252. doi:10.1016/j.spinee.2024.07.003.