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: CoRR (2022)
Keyphrases
- x ray
- x ray images
- medical imaging
- ct scans
- cone beam
- computed tomography
- three dimensional
- density estimation
- proximal femur
- medical images
- ct images
- projection images
- image decomposition
- cone beam ct
- low dose
- intraoperative
- ct data
- image reconstruction
- fluoroscopic images
- computer tomography
- prior knowledge
- computer aided diagnosis
- patient specific
- mixture model
- image processing
- single view
- computer vision