Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles.
Xing ShenHengguan HuangBrennan NichyporukTal ArbelPublished in: CoRR (2023)
Keyphrases
- image classification
- image features
- feature extraction
- image representation
- bag of words
- latent variables
- medical information
- medical data
- decision trees
- social networks
- medical diagnosis
- medical imaging
- visual features
- information systems
- computational efficiency
- visual words
- multi label
- bag of features
- medical domain
- diffusion model
- learning algorithm
- reliability analysis
- neural network ensemble