Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation Outcome.
Ricardo R. LopesMarco MamprinJo M. ZelisPim A. L. ToninoMartijn S. van MourikMarije M. VisSveta ZingerBas A. J. M. de MolPeter H. N. de WithHenk A. MarqueringPublished in: CBMS (2020)
Keyphrases
- aortic valve implantation
- cross validation
- data sharing
- model selection
- data access
- pre operative
- data integration
- patient data
- information sharing
- peer to peer
- support vector
- training set
- clinical data
- contrast agent
- medical data
- aortic valve
- intraoperative
- clinical trials
- magnetic resonance
- patient specific
- mr images
- minimally invasive
- decision trees