Retinal neovascularization detection from fundus images using deformable attention ResNet and swarm-hiking optimization

CONCLUSION: The DAPR-PSHO framework successfully addresses the limitations of global-feature-focused models by eff ectively isolating localized, early-stage abnormalities in perivascular zones, significantly improving RNV detection accuracy and anatomical fidelity.