Comparing quality of breast cancer care in the Netherlands and Norway by federated propensity score analytics.
Dave T HamersmaKay SchreuderGijs GeleijnseErik HeegMatteo CellamareMarc B I LobbesMarc A M MureauLinetta B KoppertHelle SkjervenJan F NygårdCatharina G M Groothuis-OudshoornSabine SieslingPublished in: Breast cancer research and treatment (2023)
Both countries achieved high scores on the QIs. Differences were observed in the use of MRI and proportion of patients receiving single surgery. The federated approach supports future possibilities on benchmark QIs without transfer of privacy-sensitive data.
Keyphrases
- big data
- quality improvement
- artificial intelligence
- minimally invasive
- machine learning
- coronary artery bypass
- healthcare
- palliative care
- contrast enhanced
- magnetic resonance imaging
- current status
- surgical site infection
- diffusion weighted imaging
- electronic health record
- pain management
- health information
- affordable care act
- magnetic resonance
- breast cancer risk
- deep learning
- social media
- acute coronary syndrome
- young adults