Markerless single-view video pipeline estimates Rodda and Graham knee and ankle z-scores in a heterogeneous pediatric cohort of 152 children, achieving R²=0.80 for knee and R²=0.57 for ankle versus 3D-IGA ground truth.
Adam: A Method for Stochastic Optimization
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
method 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1roles
method 1polarities
use method 1representative citing papers
citing papers explorer
-
Quantifying Rodda and Graham Gait Classification from 3D Makerless Kinematics derived from a Single-view Video in a Heterogeneous Pediatric Clinical Cohort
Markerless single-view video pipeline estimates Rodda and Graham knee and ankle z-scores in a heterogeneous pediatric cohort of 152 children, achieving R²=0.80 for knee and R²=0.57 for ankle versus 3D-IGA ground truth.