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.
Dermatologist- level classification of skin cancer with deep neural networks.Nature, 542(7639):115–118,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.