Natural language processing for abstraction of cancer treatment toxicities: accuracy versus human experts.

Julian C HongAndrew T FairchildJarred P TanksleyManisha PaltaJessica D Tenenbaum

Published in: JAMIA open (2020)

NLP accurately detects a subset of documented present CTCAE symptoms, though is limited for negated symptoms. It may facilitate strategies to more consistently identify toxicities during cancer therapy.

Keyphrases

cancer therapy
endothelial cells
drug delivery
sleep quality
autism spectrum disorder
induced pluripotent stem cells
pluripotent stem cells
physical activity