Predictive capabilities of statistical learning methods for lung nodule malignancy classification using diagnostic image features: an investigation using the Lung Image Database Consortium dataset.
Matthew C. HancockJerry F. MagnanPublished in: Medical Imaging: Computer-Aided Diagnosis (2017)
Keyphrases
- image database
- statistical learning
- image content
- image features
- lung nodules
- supervised learning
- image retrieval
- image classification
- image data
- pattern recognition
- decision trees
- feature selection
- computer vision
- classification accuracy
- active learning
- unsupervised learning
- computer aided diagnosis
- machine learning
- image segmentation
- d objects
- feature vectors
- cbir systems