Dealing with Data Scarcity in Brain Imaging: Classical and GAN-based Pre-training
Privacy, Security, and Data Challenges: 40SP 2022
The huge lack of data is now acting as a barrier for the use of machine learning to medical imaging. In this work, we investigate the effects that a wide variety of practical solutions to the issue of insufficient data can have on the rate…