Validation of algorithms to identify elective percutaneous coronary interventions in administrative databases.
Catherine G DeringtonLauren J HeathDavid P KaoThomas DelatePublished in: PloS one (2020)
Without an encounter code specific for elective PCI, an algorithm excluding procedures associated with an emergency room visit had the highest sensitivity to identify elective PCI. This offers a reasonable approach to identify elective PCI from administrative data.
Keyphrases
- coronary artery disease
- patients undergoing
- percutaneous coronary intervention
- acute myocardial infarction
- acute coronary syndrome
- machine learning
- antiplatelet therapy
- st segment elevation myocardial infarction
- st elevation myocardial infarction
- deep learning
- atrial fibrillation
- emergency department
- big data
- coronary artery
- public health
- healthcare
- physical activity
- coronary artery bypass grafting
- minimally invasive
- electronic health record
- left ventricular
- data analysis
- neural network
- ejection fraction