An ensemble deep learning diagnostic system for determining Clinical Activity Scores in thyroid-associated ophthalmopathy: integrating multi-view multimodal images from anterior segment slit-lamp photographs and facial images

An ensemble deep learning diagnostic system for determining Clinical Activity Scores in thyroid-associated ophthalmopathy: integrating multi-view multimodal images from anterior segment slit-lamp photographs and facial images

BackgroundThyroid-associated ophthalmopathy (TAO) is the most prevalent autoimmune orbital condition, significantly impacting patients’ appearance and quality of life. Early and accurate identification of active TAO along with timely treatment can enhance prognosis and reduce the occurrence of sever...

Full description

Bibliographic Details
Main Authors: Chunfang Yan, Zhaoxia Zhang, Guanghua Zhang, Han Liu, Ruiqi Zhang, Guiqin Liu, Jing Rao, Weihua Yang, Bin Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Endocrinology
Subjects:
thyroid-associated ophthalmopathy
ensemble deep learning
multi-view multimodal
clinical activity score
active TAO diagnosis
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2024.1365350/full

Internet

https://www.frontiersin.org/articles/10.3389/fendo.2024.1365350/full

Similar Items