Improving segmentation and classification of renal tumors in small sample 3D CT images using transfer learning with convolutional neural networks.
Xi-Liang ZhuHong-Bin ShenHaitao SunLi-Xia DuanYing-Ying XuPublished in: Int. J. Comput. Assist. Radiol. Surg. (2022)
Keyphrases
- small sample
- transfer learning
- text classification
- unlabeled data
- machine learning
- convolutional neural networks
- labeled data
- sample size
- support vector machine
- learning tasks
- feature selection
- pattern recognition
- active learning
- reinforcement learning
- training set
- image segmentation
- cross domain learning
- image classification
- support vector
- supervised learning
- learning algorithm
- high dimensionality
- machine learning algorithms
- semi supervised learning
- high dimensional
- text categorization
- support vector machine svm
- svm classifier
- semi supervised
- feature vectors
- classification accuracy
- knn
- learning environment
- decision trees
- text mining
- cross domain
- collaborative filtering
- information retrieval
- neural network