Adopting machine learning to predict nomogram for small incision lenticule extraction (SMILE).

Journal: International ophthalmology
PMID:

Abstract

PURPOSE: To predict nomogram for small incision lenticule extraction (SMILE) using machine learning technology and preoperative clinical data.

Authors

  • Pan Liu
    Jiangsu Key Laboratory of Urban ITS, Southeast University, Si Pai Lou #2, Nanjing, 210096, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Si Pai Lou #2, Nanjing, 210096, China. Electronic address: pan_liu@hotmail.com.
  • Xiaochen Gu
    Health Science Center, School of Biomedical Engineering, Shenzhen University, Shenzhen, 518000, China.
  • Yexuan Jiao
    Department of Ophthalmology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, China.
  • Xinqi Ye
    Department of Ophthalmology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, China.
  • Yu-Hang Zhou
    Department of Ophthalmology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, China.
  • Xinlin Wang
    Department of Ophthalmology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, China.
  • Yongjin Zhou
  • Zhengbo Shao
    Department of Ophthalmology, The Second Affiliated Hospital of Harbin Medical University, Harbin, 150086, China. shaozhengbohmu@126.com.