Propensity score methods for comparative-effectiveness analysis: A case study of direct oral anticoagulants in the atrial fibrillation population.
Giorgio CiminataClaudia GeueOlivia WuManuela DeiddaNoemi KreifPeter LanghornePublished in: PloS one (2022)
The choice of adequate PS methods may vary according to the characteristics of the data. If assumptions of unobserved confounding hold, multiple approaches should be identified and tested. PS based methods can be implemented using routinely collected linked data, thus supporting Health Technology decision-making.
Keyphrases
- direct oral anticoagulants
- atrial fibrillation
- decision making
- venous thromboembolism
- electronic health record
- public health
- healthcare
- mental health
- heart failure
- left atrial
- oral anticoagulants
- left atrial appendage
- health information
- coronary artery disease
- machine learning
- percutaneous coronary intervention
- deep learning
- artificial intelligence