3 papers
cs.CL2018
Natural Language Generation for Electronic Health Records
Scott Lee
A variety of methods existing for generating synthetic electronic health records (EHRs), but they are not capable of generating unstructured text, like emergency department (ED) ch…
stat.ML2018
Chief complaint classification with recurrent neural networks
Scott H Lee, Drew Levin, Pat Finley +1
Syndromic surveillance detects and monitors individual and population health indicators through sources such as emergency department records. Automated classification of these reco…
stat.ML2018
A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder
Scott H Lee, Matthew J Maenner, Charles M Heilig
The Centers for Disease Control and Prevention (CDC) coordinates a labor-intensive process to measure the prevalence of autism spectrum disorder (ASD) among children in the United…