Prediction of Reactivation After Antivascular Endothelial Growth Factor Monotherapy for Retinopathy of Prematurity: Multimodal Machine Learning Model Study

Rong Wu   ^{1 *} , MD, PhD ;   Yu Zhang   ^{1 *} , MD, PhD ;   Peijie Huang   ^{2 *} , MD ;   Yiying Xie   ² , MD ;   Jianxun Wang   ³ , MD, PhD ;   Shuangyong Wang   ⁴ , MD, PhD ;   Qiuxia Lin   ¹ , MD ;   Yichen Bai   ¹ , MD ;   Songfu Feng   ¹ , MD, PhD ;   Nian Cai   ² , MD, PhD ;   Xiaohe Lu   ¹ , MD, PhD

¹ Department of Ophthalmology, Zhujiang Hospital, Southern Medical University, Guangzhou, China

² School of Information Engineering, Guangdong University of Technology, Guangzhou, China

³ Department of Pediatric Ophthalmology, Guangzhou Children’s Hospital and Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou, China

⁴ Department of Ophthalmology, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China

*these authors contributed equally