Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.

Sara K TedeschiTianrun CaiZeling HeYuri AhujaChuan HongKatherine A YatesKumar DahalChang XuHouchen LyuKazuki YoshidaDaniel H SolomonTianxi CaiKatherine P Liao

Published in: Arthritis care & research (2021)

For pseudogout, an episodic disease with no specific billing code, combining NLP, machine learning methods, and synovial fluid laboratory results yielded an algorithm that significantly boosted the PPV compared to billing codes.

Keyphrases

electronic health record
machine learning
clinical decision support
artificial intelligence
deep learning
big data
adverse drug