N. Ramshankar

Secure and Intelligent Blockchain-Based Federated Directed Acyclic Graph Neural Network for Privacy-Preserving Brain Tumor Detection

The convergence of healthcare has accelerated the adoption of federated learning for the group analysis of sensitive health information. On the other hand, deep learning has significantly enhanced medical image processing, enabling more accurate diagnoses and offering better treatment options in the era of the Internet...

Bio-inspired reinforcement federated optimization for energy-aware and privacy-preserving healthcare systems

Intellectual face and face mask detection system using adaptive deep learning and optimized ensemble residual learning network

The developed model can accurately detect the face and face mask by using the potential of FWGMOA and OERLN and greatly improved the abilities of OERLN by optimizing its structure and training process, leading to the reported gains in accuracy.