Wasserstein GAN based Chest X-Ray Dataset Augmentation for Deep Learning Models: COVID-19 Detection Use-Case.
B. Zahid HussainIfrah AndleebMohammad Samar AnsariAmit Mahesh JoshiNadia KanwalPublished in: EMBC (2022)
Keyphrases
- x ray
- learning models
- chest radiographs
- x ray images
- digital x ray images
- medical imaging
- machine learning
- intraoperative
- loss function
- three dimensional
- semi supervised learning
- ct scans
- learning tasks
- learning algorithm
- low dose
- machine learning algorithms
- classification models
- electron microscopy
- conditional random fields
- tomographic images
- projection images
- transmission electron microscopy
- metal oxide
- learning problems
- computed tomography
- knn
- bayesian networks
- feature selection