Near Real-time Natural Language Processing for the Extraction of Abdominal Aortic Aneurysm Diagnoses From Radiology Reports: Algorithm Development and Validation Study.

Simon Gaviria-Valencia Sean P Murphy Vinod C Kaggal Robert D McBane Ii Thom W Rooke Rajeev Chaudhry Mateo Alzate Aguirre Adelaide M Arruda-Olson

Published in: JMIR medical informatics (2023)

Implementation of NLP for accurate identification of AAA cases from radiology reports with high performance in near real time is feasible. This NLP technique will support automated input for patient care and clinical decision support tools for the management of patients with AAA. .

Keyphrases

clinical decision support
abdominal aortic aneurysm
artificial intelligence
machine learning
deep learning
electronic health record
adverse drug
primary care
healthcare
autism spectrum disorder
high throughput
high resolution
emergency department
bioinformatics analysis
single cell