Accuracy Improvement of IOL Power Prediction for Highly Myopic Eyes With an XGBoost Machine Learning-Based Calculator

Frontiers in Medicine

Ling Wei¹  Yi Lu¹  Wenwen He¹  Xiangjia Zhu¹  Bo Ma²  Yunxiao Song³  Xu Chen⁴ 

[1]Department of Ophthalmology and Eye Institute, Eye & ENT Hospital, Fudan University, Shanghai, China

[2]National Health Commission Key Laboratory of Myopia, Fudan University, Shanghai, China

[3]Key Laboratory of Myopia, Chinese Academy of Medical Science, Shanghai, China

[4]Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China

[5]Department of Ophthalmology, Ninth People's Hospital of Shanghai Jiaotong University, Shanghai, China

[6]New York University Shanghai, Shanghai, China

[7]Shanghai Aier Eye Hospital, Shanghai, China

关键词: machine learning;    refractive error;    myopia;    intraocular lens;    IOL power calculation;   

DOI  :  10.3389/fmed.2020.592663

来源: Frontiers

【 授权许可】

CC BY