Novel Artificial Intelligence-Based Quantification of Anterior Chamber Inflammation Using Vision Transformers.

Journal: Translational vision science & technology
Published Date: May 1, 2025

Abstract

PURPOSE: Quantitative assessment of inflammation is critical for the accurate diagnosis and effective management of uveitis. This study aims to introduce a novel three-dimensional vision transformer approach using anterior segment optical coherence tomography (AS-OCT) to quantify anterior chamber (AC) inflammation in uveitis patients.

Authors

  • Carlos Cifuentes-González
    Neuroscience Research Group (NEUROS), Neurovitae Center for Neuroscience, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia.
  • Laura Gutierrez-Sinisterra
    Tan Tock Seng Hospital, National Healthcare Group Eye Institute, Singapore.
  • William Rojas-Carabali
    National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore, Singapore.
  • Joewee Boon
    Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore.
  • Atharva Hudlikar
    Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore.
  • Xin Wei
    Department of Urology, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510700, China.
  • Leonid Shchurov
    Faculty of Engineering and Information Technology, University of Technology Sydney (UTS), Sydney, Australia.
  • Hnin Hnin Oo
    Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore.
  • Nicholas Chieh Loh
    Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Choo Sheriel Shannon
    Department of Ophthalmology, National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore.
  • Laura Daniela Rodríguez-Camelo
    Neuroscience (NEUROS) Research Group, Neurovitae Research Center, Institute of Translational Medicine (IMT), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá, Colombia.
  • Bernett Lee
    National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore, Singapore.
  • Alejandra de-la-Torre
    National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore, Singapore.
  • Rupesh Agrawal
    MyungSung Christian Medical Center (MCM) Eye Unit, MCM Comprehensive Specialized Hospital, and MyungSung Medical School, Addis Ababa, Ethiopia.

Keywords

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