Linkability measures to assess the data characteristics for record linkage.

Toan C OngAndrew HillMichael G KahnLauren R LembckeLisa M SchillingShaun J Grannis

Published in: Journal of the American Medical Informatics Association : JAMIA (2024)

Evaluating linkability measures using the isolation forest algorithm to highlight anomalous findings can help identify fitness-for-use issues that must be addressed before initiating the RL process to ensure high-quality linkage outcomes.

Keyphrases

genome wide
hiv testing
machine learning
climate change
electronic health record
physical activity
body composition
deep learning
men who have sex with men
big data
gene expression
type diabetes
adipose tissue
high density
hepatitis c virus
artificial intelligence
insulin resistance