The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification.
Vasileios BaltatzisKyriaki-Margarita BintsiLoïc Le FolgocOctavio E. Martinez ManzaneraSam EllisArjun NairSujal DesaiBen GlockerJulia A. SchnabelPublished in: PRIME@MICCAI (2021)
Keyphrases
- lung nodules
- sample selection
- computerized tomography
- pattern recognition
- computer aided diagnosis
- ct images
- x ray images
- computer vision
- image classification
- multi class
- data sets
- support vector machine
- active learning
- neural network
- image processing
- feature vectors
- cross validation
- machine learning
- feature selection
- lung cancer
- image segmentation
- three dimensional
- computer aided
- classification method
- svm classifier
- class labels
- support vector machine svm
- training data
- feature set
- feature space
- training set
- classification accuracy