A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images Using a GAN.
Cristiana TiagoAndrew GilbertAhmed Salem BeelaSvein Arne AaseSten Roar SnareJurica SpremKristin McLeodPublished in: IEEE Access (2022)
Keyphrases
- image data
- raw data
- data sets
- edge detection
- database
- missing data
- data collection
- training data
- data analysis
- small number
- input data
- image database
- image collections
- image classification
- input image
- digital data
- high dimensional data
- data mining algorithms
- data structure
- motion analysis
- training and testing data
- processing pipeline
- image annotation
- medical images
- data points
- image analysis
- three dimensional