Zihao Ning

Enhancing Multi-Label retinal Disease diagnosis via Multi-Expert graph neural active learning

Accurate identification of retinal diseases often requires multi-label annotation from domain specialists, yet high-quality labels remain expensive and inconsistent across experts. To address this challenge, we propose a knowledge-driven multi-expert active learning framework that integrates graph-based reasoning and a...