Developing a Standardization Algorithm for Categorical Laboratory Tests for Clinical Big Data Research: Retrospective Study.

Min-A Kim Soo-Yong Shin Mira Kang Byoung-Kee Yi Dong Kyung Chang

Published in: JMIR medical informatics (2019)

The proposed SALT-C successfully standardized the categorical laboratory test results with high reliability. SALT-C can be beneficial for clinical big data research by reducing laborious manual standardization efforts.

Keyphrases

big data
machine learning
artificial intelligence
deep learning