Hybrid Classification Approach of Malignant and Benign Pulmonary Nodules Based on Topological and Histogram Features.
Yoshiki KawataNoboru NikiHironobu OhmatsuMasahiko KusumotoRyutaro KakinumaKensaku MoriHiroyuki NishiyamaKenji EguchiMasahiro KanekoNoriyuki MoriyamaPublished in: MICCAI (2000)
Keyphrases
- feature vectors
- classification accuracy
- benign and malignant
- pulmonary nodules
- feature extraction
- feature set
- feature space
- computer aided detection
- nearest neighborhood
- breast cancer
- computer aided
- feature selection
- benchmark datasets
- ct images
- text classification
- training set
- pattern recognition
- thoracic ct images
- differential diagnosis
- textural features
- ct scans
- decision trees