Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression.
Chien-Chun YangMahesh B. NagarajanMarkus B. HuberJulio Carballido-GamioJan S. BauerThomas BaumFelix EcksteinEva LochmüllerSharmila MajumdarThomas M. LinkAxel WismüllerPublished in: J. Electronic Imaging (2014)
Keyphrases
- support vector regression
- proximal femur
- patient specific
- x ray
- support vector
- regression model
- fluoroscopic images
- geometrical features
- hybrid model
- support vector machine
- support vector machine svm
- support vector classification
- prediction model
- point distribution model
- kernel function
- three dimensional
- machine learning
- neural network
- nearest neighbor
- shape model
- decision trees