A robust and interpretable predictive model was developed to estimate 5-year Ortho-K lens control efficacy using Δ1, Δ3, and flat E. The integrated SHAP analysis provided mechanistic insight and highlighted the clinical threshold (Δ3 = 0.05 mm) as a potential early warning indicator for suboptimal myopia control. The dynamic online nomogram enables individualized risk estimation and supports precision-guided intervention in pediatric myopia management.
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Wang et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75aedc6e9836116a21627 — DOI: https://doi.org/10.3389/fcell.2026.1743506
Zixun Wang
Tianjin Medical University Eye Hospital
Xiaoling Zhang
Han Dan City Eye Hospital - The Third Hospital of Handan
Xiaoxue Hu
Wuhan Children's Hospital
Frontiers in Cell and Developmental Biology
Huazhong University of Science and Technology
Tianjin Medical University
Tianjin Medical University Eye Hospital
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