pediatric infectious disease

Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study

The purpose of this paper is to compare machine learning techniques in their application to EHR analysis for disease detection. Boosting has demonstrated promising performance in large-scale EHR-based infectious disease identification.