Enhancing Comparative Effectiveness Research With Automated Pediatric Pneumonia Detection in a Multi-Institutional Clinical Repository: A PHIS+ Pilot Study.
Stephane M MeystreRamkiran GouripeddiJoel TiederJeffrey SimmonsRajendu SrivastavaSamir S ShahPublished in: Journal of medical Internet research (2017)
NLP-based pneumonia information extraction of pediatric diagnostic imaging reports performed better than domain experts in this pilot study. NLP is an efficient method to extract information from a large collection of imaging reports to facilitate CER.