Integration of elicited expert information via a power prior in Bayesian variable selection: Application to colon cancer data.

Sandrine Boulet Moreno Ursino Peter F ThallBruno LandiCéline LepèreSimon PernotAnita BurgunJulien TaiebAziz ZaananSarah ZoharAnne-Sophie Jannot

Published in: Statistical methods in medical research (2019)

We introduce an innovative Bayesian variable selection method that adaptively combines elicited expert information and real world data. The method selects a set of variables relevant to model medical decision process.

Keyphrases

electronic health record
big data
healthcare
clinical practice
health information
machine learning