Dealing with distribution mismatch in semi-supervised deep learning for COVID-19 detection using chest X-ray images: A novel approach using feature densities.
Saúl Calderón RamírezShengxiang YangDavid A. ElizondoArmaghan MoemeniPublished in: Appl. Soft Comput. (2022)
Keyphrases
- x ray images
- deep learning
- chest radiographs
- semi supervised
- x ray
- fracture detection
- unsupervised learning
- medical images
- weakly supervised
- single view
- multi view
- lung nodules
- machine learning
- unsupervised feature learning
- supervised learning
- object detection
- pairwise
- labeled data
- image features
- three dimensional
- mental models
- data mining
- single image
- mean shift
- medical imaging
- active learning