Analyzing the Effect of Surgical and Corneal Parameters on the Postoperative Refractive Outcomes of Smile in Myopic Eyes Based on Machine Learning.

Journal: American journal of ophthalmology
PMID:

Abstract

PURPOSE: To analyze the influence of individual parameters on the postoperative refractive outcomes of small incision lenticule extraction (SMILE) in myopic eyes using machine learning.

Authors

  • Mingdong Zhang
    Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
  • Shufan Ji
    Department of Computer Science, Beihang University, 37 Xueyuan Road, Haidian District, Beijing, 100191, China. jishufan@buaa.edu.cn.
  • Yan Huo
    School of Medicine (Y.H., H.C, Y.W.), Nankai University, Tianjin, China.
  • Shaohu Bai
    From the Clinical College of Ophthalmology (M.Z., S.B., Y.W.), Tianjin Medical University, Tianjin, China.
  • Ziheng Tao
    School of Computer and Engineer (S.J., Z.T.), Beihang University, Beijing, China.
  • Jiamei Zhang
    Tianjin Eye Hospital, Tianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin Eye Institute (J.Z., H.Z., X.Z., Y.W.), Nankai University Affiliated Ophthalmology Hospital, Tianjin, China.
  • Huazheng Cao
    School of Medicine (Y.H., H.C, Y.W.), Nankai University, Tianjin, China.
  • HaoHan Zou
    Tianjin Eye Hospital, Tianjin Eye Institute, Tianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin, China; Clinical College of Ophthalmology, Tianjin Medical University, Tianjin, China.
  • Xinheng Zhao
    Tianjin Eye Hospital, Tianjin Key Laboratory of Ophthalmology and Visual Science, Tianjin Eye Institute (J.Z., H.Z., X.Z., Y.W.), Nankai University Affiliated Ophthalmology Hospital, Tianjin, China.
  • Yan Wang
    College of Animal Science and Technology, Beijing University of Agriculture, Beijing, China.