Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image.
Yi GuYoshito OtakeKeisuke UemuraMasaki TakaoMazen SoufiSeiji OkadaNobuhiko SuganoHugues TalbotYoshinobu SatoPublished in: CoRR (2024)
Keyphrases
- density estimation
- image synthesis
- x ray images
- x ray
- medical images
- computer graphics
- mixture model
- density estimators
- probability density function
- outlier detection
- high resolution
- single view
- low resolution
- gaussian mixture model
- em algorithm
- feature extraction
- density estimates
- image processing
- expectation maximization
- three dimensional