Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.
Hoo-Chang ShinHolger R. RothMingchen GaoLe LuZiyue XuIsabella NoguesJianhua YaoDaniel J. MolluraRonald M. SummersPublished in: IEEE Trans. Medical Imaging (2016)
Keyphrases
- computer vision
- transfer learning
- computer aided detection
- convolutional neural networks
- machine learning
- knowledge transfer
- labeled data
- cross domain
- breast cancer
- pattern recognition
- reinforcement learning
- semi supervised learning
- ct colonography
- target domain
- active learning
- collaborative filtering
- text mining
- domain adaptation
- machine learning algorithms
- transfer knowledge
- cad systems
- multi task
- text categorization
- text classification
- data sets
- three dimensional
- unlabeled data
- learning algorithm
- high resolution
- prior knowledge