ADF-OCT: An advanced Assistive Diagnosis Framework for study-level macular optical coherence tomography

Weihao Gao, Wangting Li, Dong Fang, Zheng Gong, Chucheng Chen, Zhuo Deng, Fuju Rong, Lu Chen, Lujia Feng, Canfeng Huang, Jia Liang, Yijing Zhuang, Pengxue Wei, Ting Xie, Zhiyuan Niu, Fang Li, Xianling Tang, Bing Zhang, Zixia Zhou, Shaochong Zhang et al. (1 additional authors not shown)

Abstract: Highlights•Collected one million OCT B-scan images of macular region with multi-label diagnoses and reports.•Multi-frame distillation method improves multi-label classification accuracy without extra annotations.•Advanced feature fusion techniques enhance multi-frame image medical report generation.