Characterization of patients with advanced chronic pancreatitis using natural language processing of radiology reports.

Fagen XieQiaoling ChenYichen ZhouWansu ChenJemianne BautistaEmilie T NguyenRex A ParkerBechien U Wu

Published in: PloS one (2020)

Patients with advanced CP experienced increased disease-related complications and pancreatic cancer-related mortality. Excess all-cause mortality was driven primarily by potentially modifiable risk factors including malnutrition, smoking and diabetes.

Keyphrases

risk factors
type diabetes
cardiovascular disease
artificial intelligence
autism spectrum disorder
smoking cessation
glycemic control
cardiovascular events
adverse drug
emergency department
machine learning
adipose tissue
deep learning
electronic health record