Automated Extraction of Diagnostic Criteria From Electronic Health Records for Autism Spectrum Disorders: Development, Evaluation, and Application.

Gondy Leroy Yang Gu Sydney Pettygrove Maureen K Galindo Ananyaa Arora Margaret Kurzius-Spencer

Published in: Journal of medical Internet research (2018)

Our results demonstrate that NLP can support large-scale analysis useful for ASD surveillance and research. In the future, we intend to facilitate detailed analysis and integration of national datasets.

Keyphrases

autism spectrum disorder
electronic health record
public health
machine learning
high throughput
deep learning
quality improvement
adverse drug