BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning.
Yi GuYoshito OtakeKeisuke UemuraMazen SoufiMasaki TakaoNobuhiko SuganoYoshinobu SatoPublished in: MICCAI (6) (2022)
Keyphrases
- x ray
- x ray images
- ct scans
- medical imaging
- computed tomography
- density estimation
- three dimensional
- cone beam
- proximal femur
- medical images
- low dose
- projection images
- ct images
- image decomposition
- cone beam ct
- intraoperative
- ct data
- patient specific
- fluoroscopic images
- image reconstruction
- pattern recognition
- mixture model
- multiscale
- computer assisted
- gaussian mixture model
- computer tomography
- motion estimation