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.
Pathogenesis of glucocorticoid-induced osteoporosis and options for treatment.Nature Reviews Endocrinology, 16(8):437–447, 2020
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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.