Medical Image Recognition of Abdominal Multi-organs by Hybrid Multi-layered GMDH-type Neural Network Using Principal Component-Regression Analysis.
Tadashi KondoJunji UenoShoichiro TakaoPublished in: CANDAR (2014)
Keyphrases
- medical images
- regression analysis
- multi layered
- principal components
- neural network
- group method of data handling
- neural learning
- medical imaging
- anatomical structures
- soft tissue
- principal component analysis
- regression model
- medical diagnosis
- polynomial neural networks
- ct data
- explanatory variables
- mr images
- pattern recognition
- ct images
- medical image segmentation
- computed tomography
- feature extraction
- imaging modalities
- dimensionality reduction
- region of interest
- linear regression model
- object recognition
- brain images
- magnetic resonance
- factor analysis
- feature set
- medical image retrieval
- correlation coefficient
- covariance matrix
- similarity measure
- principal component regression
- statistical tests
- computer tomography
- clinical applications
- automatic segmentation
- support vector machine svm
- machine learning