Automatic segmentation and classification of Papanicolaou-stained cells and dataset for oral cancer detection.
Maikel Maciel RönnauTatiana W. LepperIgor C. GuedesAna L. F. EspinosaPantelis V. RadosManuel M. OliveiraPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- automatic segmentation
- cancer detection
- manual segmentation
- automatically segmenting
- semi automatic segmentation
- computer aided diagnosis systems
- pattern recognition
- microscope images
- computed tomography images
- segmentation algorithm
- decision trees
- support vector machine svm
- feature set
- gene selection
- histopathological images
- feature selection
- microscopic images
- feature extraction
- machine learning
- high dimensionality
- shape model
- application of data mining
- machine learning methods
- higher order
- image data
- training set
- feature space
- support vector