Automated knee osteoarthritis severity classification using three-stage preprocessing method and VGG16 architecture.
Deepak SainiAshima KhoslaTrilok ChandDevendra K. ChouhanMahesh PrakashPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- preprocessing
- classification method
- support vector machine svm
- preprocessing stage
- classification algorithm
- support vector machine
- classification process
- pattern classification
- machine learning methods
- cross validation
- computational cost
- accuracy rate
- feature selection
- classification accuracy
- feature set
- clustering method
- high accuracy
- machine learning
- feature extraction
- feature space
- pairwise
- management system
- real time
- decision rules
- dynamic programming
- segmentation method
- pattern recognition
- fully automatic
- computer assisted
- similarity measure
- classification scheme
- training phase
- genetic algorithm