Deep Learning−Driven Exophthalmometry through Facial Photographs in Thyroid Eye Disease

Deep Learning−Driven Exophthalmometry through Facial Photographs in Thyroid Eye Disease

Objective: To develop and evaluate a deep learning (DL)-assisted system for proptosis measurement using facial photographs in thyroid eye disease (TED). Design: A retrospective cohort study. Participants: This study included 1108 patients with TED from Severance Hospital (SH) and 171 from Seoul Nati...

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Main Authors: Joonhyeon Park, PhD, Jin Sook Yoon, MD, PhD, Namju Kim, MD, PhD, Kyubo Shin, PhD, Hyun Young Park, MD, PhD, Jongchan Kim, MS, Jaemin Park, MS, Jae Hoon Moon, MD, PhD, JaeSang Ko, MD, PhD
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Ophthalmology Science
Subjects:
Deep learning
Exophthalmometry
Thyroid eye disease
Proptosis
Dual-stream ResNet-18
Online Access:http://www.sciencedirect.com/science/article/pii/S2666914525000892
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