Deep Learning-Based System for Disease Screening and Pathologic Region Detection From Optical Coherence Tomography Images.

Journal: Translational vision science & technology
Published Date: Jan 3, 2023

Abstract

PURPOSE: This study was designed to apply deep learning models in retinal disease screening and lesion detection based on optical coherence tomography (OCT) images.

Authors

  • Xiaoming Chen
    College of Mathematics and Computer Science, Fuzhou University, Fujian province, China.
  • Ying Xue
    Beijing Centers for Preventive Medical Research, Beijing 100013, China.
  • Xiaoyan Wu
    Department of Cardiology, Lishui Central Hospital and the Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, China.
  • Yi Zhong
    Department of Chinese Medicine Science & Engineering,Zhejiang University Hangzhou 310058,China.
  • Huiying Rao
  • Heng Luo
    Center for Computational Health, IBM T.J. Watson Research Center, 1101 Kitchawan Road, Yorktown Heights, NY, USA.
  • Zuquan Weng
    The Centre for Big Data Research in Burns and Trauma, Fuzhou University, Fujian Province, China.

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