Om Prakash Karada, Prashant Panse

Fed-TransResCaps-HGBOA-GWO-PSO-Net: A Secure and Explainable Federated Hybrid Deep Learning Framework for CT–MRI Medical Image Classification

Hospitals rarely share raw imaging data. Privacy statutes, institutional review requirements, and plain commercial caution keep scans behind institutional firewalls, which leaves most large-scale medical imaging models trained on whatever single-site corpus their authors could assemble. Federated learning offers a way...