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: CoRR (2021)
Keyphrases
- lung nodules
- sample selection
- computerized tomography
- pattern recognition
- active learning
- computer aided diagnosis
- classification accuracy
- ct images
- decision trees
- image classification
- x ray images
- feature extraction
- support vector machine
- data mining
- svm classification
- classification method
- support vector machine svm
- feature space
- support vector
- machine learning
- class labels
- multi view
- selection strategy
- lung cancer
- computer vision
- neural network