Enhanced Macular Telangiectasia Type 2 Detection: Leveraging Self-Supervised Learning and Ensemble Models.

Abstract

Authors

• Shahrzad Gholami
  AI for Good Research Lab, Microsoft, Redmond, WA, 98052, USA.
• Lea Scheppke
  Lowy Medical Research Institute, La Jolla, California; The Scripps Research Institute, La Jolla, California.
• Meghana Kshirsagar
  Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
• Yue Wu
  Key Laboratory of Luminescence and Real-Time Analytical Chemistry (Ministry of Education), College of Pharmaceutical Sciences, Southwest University, Chongqing 400716, China.
• Rahul Dodhia
  AI for Good Research Lab, Microsoft, Redmond, Washington 98052, USA.
• Roberto Bonelli
  The Lowy Medical Research Institute, La Jolla, California.
• Irene Leung
  Moorfields Eye Hospital NHS Foundation Trust, London, United Kingdom.
• Ferenc B Sallo
  Hôpital Ophtalmique Jules-Gonin, Fondation Asile des Aveugles, University of Lausanne, Lausanne, Switzerland.
• Alyson Muldrew
  Queen's University Belfast, Belfast, Northern Ireland.
• Catherine Jamison
  Queen's University Belfast, Belfast, Northern Ireland.
• Tunde Peto
  Centre for Public Health, Queen's University Belfast, Belfast, United Kingdom.
• Juan Lavista Ferres
  AI for Good Research Lab, Microsoft, Redmond, WA, 98052, USA.
• William B Weeks
  AI for Good Lab, Microsoft Corporation, Redmond, WA, United States.
• Martin Friedlander
  Department of Molecular Medicine, The Scripps Research Institute, La Jolla, California, USA.
• Aaron Y Lee
  Department of Ophthalmology, University of Washington, Seattle, Washington.

Keywords

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