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
【作者】Chunfang Yan, Zhaoxia Zhang, Guanghua Zhang, Han Liu, Ruiqi Zhang, Guiqin Liu, Jing Rao, Weihua Yang, Bin Sun
【刊名】Frontiers in endocrinology
【作者单位】Affiliations 1 Shanxi Eye Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi, China. 2 School of Big Data Intelligent Diagnosis and Treatment Industry, Taiyuan University, Taiyuan, Shanxi, China. 3 College of Computer Science and Technology, Taiyuan Normal University, Taiyuan, Shanxi, China. 4 Shenzhen Eye Institute, Shenzhen Eye Hospital, Jinan University, Shenzhen, Guangdong, China.
【年份】2024
【卷号】Vol.15
【页码】1365350
【ISSN】1664-2392
【关键词】active TAO diagnosis clinical activity score ensemble deep learning multi-view multimodal thyroid-associated ophthalmopathy.
【摘要】 Background: Thyroid-associated ophthalmopathy 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 enhan...
