Based on TransRes-Pix2Pix network to generate the OBL image during SMILE surgery.

Journal: Frontiers in cell and developmental biology
Published Date: May 21, 2025

Abstract

AIM: Generative adversarial networks (GANs) were employed to predict the morphology of OBL before femtosecond laser scanning during SMILE.

Authors

  • Zeyu Zhu
    Ophthalmic Center, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
  • Peifen Lin
    School of Mathematics and Computer Sciences, Nanchang University, Nanchang, China.
  • Lingling Zhong
    Fuzhou Experimental School, Fuzhou, China.
  • Qing Wang
    School of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu 610500, China. qwang@163.com.
  • Jingjing Xu
    Visionary Intelligence Ltd., Beijing, China.
  • Kang Yu
    Precision Agriculture Lab, School of Life Sciences, Technical University of Munich, Freising, Germany.
  • Zheliang Guo
    Jiangxi Medical College, Nanchang University, Nanchang, China.
  • Yicheng Xu
    School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore.
  • Taorong Qiu
    Department of Computer, Nanchang University, Nanchang Jiangxi, 330029, People's Republic of China.
  • Yifeng Yu
    Ophthalmic Center, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.

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