Classification and Quantification of Emphysema Using a Multi-Scale Residual Network.
Liying PengYen-Wei ChenLanfen LinHongjie HuHuali LiQingqing ChenXiaoli LingDan WangXianhua HanYutaro IwamotoPublished in: IEEE J. Biomed. Health Informatics (2019)
Keyphrases
- multiscale
- lung disease
- classification accuracy
- image classification
- support vector machine svm
- text classification
- computer networks
- class labels
- pattern recognition
- decision trees
- network model
- communication networks
- training set
- pattern classification
- machine learning algorithms
- classification scheme
- classification models
- feature extraction
- classification method
- classification algorithm
- benchmark datasets
- active learning
- preprocessing
- training samples
- image representation
- image processing
- medical images
- supervised learning
- knn
- feature vectors
- wireless sensor networks