The Updated Code for Final Paper

In this repository we have the final analysis code for the paper :

Baxter, S., Marks, C., Kuo, T., Ohno-Machado, L., Weinreb, R., Machine learning-based predictive modeling of surgical intervention in glaucoma using systemic data from electronic health records. American Journal of Ophthalmology. 2019 In Press DOI: 10.1016/j.ajo.2019.07.005

The initial project used 5-fold cross-validation and the final project using a leave-one-out cross-validation. The code has been updated to reflect this.

Manuscript Markdown

Herein we have the code used for the final analysis by Baxter Marks Kuo Ohno-Machado and Weinreb for their paper entitled "Machine learning-based predictive modeling of surgical intervention in glaucoma using systemic data from electronic health records"