Deep learning predicts BMD from knee radiographs with Pearson R=0.68 and conformal intervals that approximate nominal coverage, but anatomical mismatch and data limitations block clinical use.
Deep learning for osteoporosis classifi- cation using hip radiographs and patient clin- ical covariates.Scientific Reports, 10(1):1534,
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Deep Learning-Based BMD Estimation from Radiographs with Conformal Uncertainty Quantification
Deep learning predicts BMD from knee radiographs with Pearson R=0.68 and conformal intervals that approximate nominal coverage, but anatomical mismatch and data limitations block clinical use.