Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson's Disease Detection.
Yamini MadanIswarya Kannoth VeetilSowmya VGopalakrishnan EASoman KpPublished in: FICTA (2) (2021)
Keyphrases
- synthetic data
- mri data
- real world
- data sets
- outbreak detection
- detection rate
- magnetic resonance imaging
- medical images
- detection algorithm
- automatic detection
- multiple sclerosis
- generative model
- false alarms
- image segmentation
- detection method
- object detection
- neural network
- anomaly detection
- white matter
- real image data
- mr images
- computer vision
- latent variables
- high resolution
- database
- clinical applications
- intensity distribution
- semi supervised