Development and Validation of Case-Finding Algorithms to Identify Pancreatic Cancer in the Veterans Health Administration.

Catherine MezzacappaNavid Rahimi LarkiMelissa SkandersonLesley S ParkCynthia BrandtRonald G HauserAmy JusticeYu-Xiao YangLouise L Wang

Published in: Digestive diseases and sciences (2024)

An algorithm incorporating readily available EHR data elements to identify patients with PDAC achieved excellent PPV and NPV. This algorithm is likely to enable future epidemiologic studies of PDAC.

Keyphrases

machine learning
deep learning
electronic health record
big data
public health
artificial intelligence
healthcare
mental health
neural network
health information
case control
health promotion
data analysis
social media