Combining Deformation Modeling and Machine Learning for Personalized Prosthesis Size Prediction in Valve-Sparing Aortic Root Reconstruction.
Jannis HagenahMichael ScharfschwerdtAchim SchweikardChristoph MetznerPublished in: FIMH (2017)
Keyphrases
- machine learning
- predictive modeling
- prediction accuracy
- prediction model
- data driven approaches
- survival analysis
- user profiles
- machine learning algorithms
- e learning
- image reconstruction
- machine learning methods
- quantitative evaluation
- decision trees
- image registration
- computational complexity
- data mining
- patient specific
- learning algorithm
- finite element model
- protein secondary structure prediction
- image sequences