A Multihead Attention Deep Learning Algorithm to Detect Amblyopia Using Fixation Eye Movements

Objective: To develop an attention-based deep learning (DL) model based on eye movements acquired during a simple visual fixation task to detect amblyopic subjects across different types and severity from controls. Design: An observational study. Subjects: We recruited 40 controls and 95 amblyopic s...

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Bibliographic Details
Main Authors: Dipak P. Upadhyaya, MS, Gokce Cakir, MD, Stefano Ramat, PhD, Jeffrey Albert, PhD, Aasef Shaikh, MD, PhD, Satya S. Sahoo, PhD, Fatema Ghasia, MD
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Ophthalmology Science
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666914525000739
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