A machine learning-based model for the prediction of thyroid eye disease with oxidative stress-related biomarkers
Year: 2025
Type: article
Language: en
Topic: Ophthalmology and Eye Disorders
Authors and affiliations:
raw_author_name: Jin Liu
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Weijin Qian
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Li Yang
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Tianyi Zhu
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Yining Wei
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Lianfei Fang
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Sijie Fang
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China
raw_author_name: Jing Sun
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China. Electronic address: sophiasj@126.com
raw_author_name: Huifang Zhou
raw_affiliation_strings: Department of Ophthalmology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China; Center for Basic Medical Research and Innovation in Visual System Diseases, Ministry of Education, Shanghai, China; Chinese Consortium for Thyroid Eye Disease (CCTED), Shanghai, China. Electronic address: fangzzfang@sjtu.edu.cn