tbiExtractor: A framework for extracting traumatic brain injury common data elements from radiology reports.

Margaret Mahan Daniel RafterHannah CaseyMarta EngelkingTessneem AbdallahCharles TruwitMark Oswood Uzma Samadani

Published in: PloS one (2020)

tbiExtractor is a validated algorithm for extraction of TBI common data elements from radiology reports. This automation reduces the time spent to extract structured data and improves the consistency of data extracted. Lastly, tbiExtractor can be used to stratify subjects into groups based on visible damage by partitioning the annotations of the pertinent clinical conditions on a radiology report.

Keyphrases

traumatic brain injury
electronic health record
artificial intelligence
big data
oxidative stress
machine learning
deep learning
data analysis
anti inflammatory
severe traumatic brain injury