Augmenting medical image classifiers with synthetic data from latent diffusion models.
Luke W. SagersJames A. DiaoLuke Melas-KyriaziMatthew GrohPranav RajpurkarAdewole S. AdamsonVeronica RotembergRoxana DaneshjouArjun K. ManraiPublished in: CoRR (2023)
Keyphrases
- synthetic data
- medical images
- diffusion models
- diffusion model
- information diffusion
- medical diagnosis
- medical imaging
- magnetic resonance imaging
- data sets
- magnetic resonance images
- real world
- medical image retrieval
- mr images
- social networks
- brain images
- real image data
- medical image registration
- steady state
- mri data
- worst case