Using natural language processing to construct a metastatic breast cancer cohort from linked cancer registry and electronic medical records data.
Albee Y LingAllison W KurianJennifer L Caswell-JinGeorge W SledgeNigam H ShahSuzanne R TamangPublished in: JAMIA open (2019)
To enable population-based research on MBC, we developed a framework for retrospective case detection combining EMR and CCR data. Our classifier achieved good AUC, sensitivity, and specificity without expert-labeled examples.