Nonproliferative diabetic retinopathy dataset(NDRD): A database for diabetic retinopathy screening research and deep learning evaluation.

Journal: Health informatics journal
Published Date: Jan 1, 2024

Abstract

OBJECTIVES: In this article, we provide a database of nonproliferative diabetes retinopathy, which focuses on early diabetes retinopathy with hard exudation, and further explore its clinical application in disease recognition.

Authors

  • Xing Liang
    Cognitive Computing Research Lab, University of Westminster, London, UK.
  • Haiqi Wen
    Taiyuan University of Technology School of Software, Taiyuan, China.
  • Yajian Duan
    Department of Ophthalmology, Shanxi Bethune Hospital, Taiyuan, China.
  • Kan He
    Department of Radiology, The First Hospital of Jilin University, No.1, Xinmin Street, Changchun 130021, China (Y.W., M.L., Z.M., J.W., K.H., Q.Y., L.Z., L.M., H.Z.).
  • Xiufang Feng
    Taiyuan University of Technology School of Software, Taiyuan, China.
  • Guohong Zhou
    Department of Ophthalmology, Shanxi Eye Hospital Affiliated to Shanxi Medical UniversityTaiyuan, China.

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