3-To-1 Pipeline: Restructuring Transfer Learning Pipelines for Medical Imaging Classification via Optimized GAN Synthetic Images.
Ross Zhi Jian ChoongSeth Austin HardingBo-yen TangShih-wei LiaoPublished in: EMBC (2020)
Keyphrases
- medical imaging
- transfer learning
- medical images
- text classification
- machine learning
- x ray
- medical image processing
- anatomical structures
- learning tasks
- shape analysis
- cross domain learning
- machine learning algorithms
- image analysis
- labeled data
- image processing and analysis
- magnetic resonance imaging
- image segmentation
- image registration
- imaging modalities
- biomedical engineering
- medical image analysis
- cross domain
- ct images
- reinforcement learning
- pattern recognition
- knowledge transfer
- computer vision
- semi supervised learning
- remote sensing
- decision trees
- multi task
- active learning
- volumetric data
- class labels
- feature extraction
- training set
- image guided surgery
- transfer knowledge
- information retrieval
- image processing
- support vector
- supervised learning
- multi class
- three dimensional
- training data
- model selection
- learning algorithm
- support vector machine
- transferring knowledge
- knowledge discovery