Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort

Philipp Röchner, Franz Rothlauf

Abstract: Highlights•Machine learning improves the linkage quality of tumor records in cancer registries.•Machine learning also reduces the manual effort required to link tumor records.•Linkage quality increases with the number of manually processed records.