Using Natural Language Processing Techniques to Detect Adverse Events From Progress Notes Due to Chemotherapy.

Yukinori MashimaTakashi TamuraJun KunikataShinobu TadaAkiko YamadaMasatoshi TanigawaAkiko HayakawaHirokazu TanabeHideto Yokoi

Published in: Cancer informatics (2022)

We detected occurrences of nausea/vomiting and diarrhea accurately using NLP. However, there were more misdetection cases in Group A due to negative findings or past history, which may have been influenced by the physicians' more frequent documentation of nausea/vomiting.

Keyphrases

chemotherapy induced
primary care
electronic health record
autism spectrum disorder
irritable bowel syndrome
advance care planning
clostridium difficile
squamous cell carcinoma