Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
Sumeet MenonJoshua GalitaDavid ChapmanAryya GangopadhyayJayalakshmi MangalagiriPhuong NguyenYaacov YeshaYelena YeshaBabak SabouryMichael MorrisPublished in: IEEE BigData (2020)
Keyphrases
- transfer learning
- x ray
- learning tasks
- x ray images
- knowledge transfer
- labeled data
- medical imaging
- machine learning
- active learning
- reinforcement learning
- digital x ray images
- cross domain
- chest radiographs
- text categorization
- projection images
- collaborative filtering
- text classification
- semi supervised learning
- transfer knowledge
- three dimensional
- structure learning
- domain adaptation
- multi task
- target domain
- discrete tomography
- machine learning algorithms
- text mining
- learning process
- semi supervised
- data sets
- transferring knowledge
- learning algorithm
- image processing
- structuring elements
- training data
- object recognition
- unlabeled data
- feature space
- feature vectors