0000-0003-3525-1523 Employment
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Manipal Academy of Higher Education Research Scholar2021 - Present
Education
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Publications (10)
- ACFL: adaptive contribution-based federated learning for privacy-preserving healthcare collaboration in cross-silo environments Save
- FED-BASTION: a multilayer Byzantine resilient honest client selection framework using federated learning method Save
- Healthcare federated learning: a survey of applications and frameworks Save
- SMART-FL: Single-Shot Merged Adaptive Resource-Aware Tensor-Fusion for Efficient Federated Learning in Heterogeneous Cross-Silo Environments Save
- Strategies for Reducing the Communication and Computation Costs in Cross-Silo Federated Learning: A Comprehensive Review Save
- The Critical Role of Client Selection in Cross-Silo Federated Learning: Challenges, Approaches, and Opportunities Save
- FedICU: a federated learning model for reducing the medication prescription errors in intensive care units Save
- FedDSL: A Novel Client Selection Method to Handle Statistical Heterogeneity in Cross-Silo Federated Learning Using Flower Framework Save
- Federated Learning for Healthcare Applications- A survey Save
- Performance evaluation of machine learning algorithms to predict the medication prescription errors in intensive care units Save