Utilizing NLP and ML to extract RWD, we established the most comprehensive Spanish cohort of AF patients with OAC to date. Analysis revealed a high AF prevalence, patient complexity, and a marked VKA preference over DOAC. Importantly, in VKA to DOAC transitions, apixaban was the favored option.
Keyphrases
- atrial fibrillation
- direct oral anticoagulants
- machine learning
- oral anticoagulants
- catheter ablation
- left atrial
- left atrial appendage
- venous thromboembolism
- heart failure
- percutaneous coronary intervention
- case report
- risk factors
- autism spectrum disorder
- oxidative stress
- left ventricular
- artificial intelligence
- big data
- single cell
- anti inflammatory