Identifying monoclonal gammopathy of undetermined significance in electronic health data.

Mara Meyer EpsteinCassandra SaphirakYanhua ZhouCandace LeBlancAlan G RosmarinArlene AshSonal SinghKimberly FisherBrenda M BirmannJerry H Gurwitz

Published in: Pharmacoepidemiology and drug safety (2019)

We developed a simple algorithm that identified MGUS cases in electronic health data with reasonable accuracy. Inclusion of additional steps to eliminate cases with malignant disease may improve algorithm performance.

Keyphrases

public health
healthcare
machine learning
electronic health record
mental health
deep learning
big data
health information
risk assessment
social media