Sep 2026
OCTFlow: Unified conditional generation for balanced classification and annotated segmentation in retinal OCT.
The scarcity of annotated medical images, compounded by severe class imbalance and labor-intensive pixel-wise annotation, fundamentally constrains the development of robust diagnostic systems in retinal OCT analysis. To address these challenges, we propose OCTFlow, a unified conditional synthesis framework for retinal...
Si-Cheng Li, Mai Dan, Xiao-Yun Zhu et al.
· Medical Image Analysis · 0 citations