Development of a Machine Learning Model to Identify Colorectal Cancer Stage in Medicare Claims.
Caitlin B FinnJames E SharpeJason K TongElinore J KaufmanHeather WachtelCary B AaronsGary E WeissmanRachel R KelzPublished in: JCO clinical cancer informatics (2023)
Machine learning models effectively classified colorectal cancer stage using Medicare claims. These models extend the ability of claims-based research to risk-adjust and stratify by stage.