Predictions of ocular changes caused by diabetes in glaucoma patients.

Journal: Computer methods and programs in biomedicine
Published Date: Feb 1, 2018

Abstract

BACKGROUND AND OBJECTIVE: This paper builds different neural network models with simple topologies, having one or two hidden layers which were subsequently employed in the prediction of ocular changes progression in patients with diabetes associated with primer open-angle glaucoma.

Authors

  • Nicoleta Anton Apreutesei
    University of Medicine and Farmacy "Gr. T. Popa" Iasi, Surgery Department, Romania; Ophthalmology Clinic, University Street No 16, Iasi 700115, Romania.
  • Filip Tircoveanu
    University of Medicine and Farmacy "Gr. T. Popa" Iasi, Surgery Department, Romania; Ophthalmology Clinic, University Street No 16, Iasi 700115, Romania.
  • Alina Cantemir
    University of Medicine and Farmacy "Gr. T. Popa" Iasi, Surgery Department, Romania; Ophthalmology Clinic, University Street No 16, Iasi 700115, Romania.
  • Camelia Bogdanici
    University of Medicine and Farmacy "Gr. T. Popa" Iasi, Surgery Department, Romania; Ophthalmology Clinic, University Street No 16, Iasi 700115, Romania.
  • Cătălin Lisa
    "Gheorghe Asachi" Technical University of Iasi, Faculty of Chemical Engineering and Environmental Protection "Cristofor Simionescu", Department of Chemical Engineering, Bd. Prof.dr.doc Dimitrie Mangeron No. 73, Iasi 700050, Romania. Electronic address: clisa@ch.tuiasi.ro.
  • Silvia Curteanu
    "Gheorghe Asachi" Technical University of Iasi, Faculty of Chemical Engineering and Environmental Protection, Department of Chemical Engineering, 73 Prof. Dr. Docent Dimitrie Mangeron Street, 700050 Iasi, Romania.
  • Dorin Chiseliţă
    University of Medicine and Farmacy "Gr. T. Popa" Iasi, Surgery Department, Romania; Ophthalmology Clinic, University Street No 16, Iasi 700115, Romania.

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