Evolutionary image simplification for lung nodule classification with convolutional neural networks.
Daniel LückeheGabriele von VoigtPublished in: Int. J. Comput. Assist. Radiol. Surg. (2018)
Keyphrases
- lung nodules
- computerized tomography
- image classification
- input image
- image data
- image features
- convolutional neural networks
- image segmentation
- image analysis
- preprocessing stage
- pattern recognition
- image retrieval
- multiscale
- convolutional network
- decision trees
- classification accuracy
- image representation
- ct images
- feature vectors
- computer aided diagnosis
- text classification
- computer tomography
- digital mammograms
- viewpoint
- logistic regression
- computer aided
- loss function
- feature extraction
- training set
- face recognition
- high resolution