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Update ai_dht_paper.md
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22388o authored Nov 8, 2024
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Expand Up @@ -114,7 +114,7 @@ In a decentralized hospital network, each node could represent a hospital that:

This setup can be expanded by:
- **Adding Privacy-Preserving Computation**: Using techniques like homomorphic encryption to ensure computations can be done on encrypted data without revealing patient details.
- **Integration with Decentralized Identity (DID)**: Implementing DIDs to verify the identity of each hospital node in the network, ensuring only verified entities access the DHT.
- **Integration with Identity**: Implementing DIDs or compatible with Nostr, Pubky to verify the identity of each hospital node in the network, ensuring only verified entities access the DHT.
- **Federated Learning**: Integrate a federated learning pipeline where each hospital trains local models on patient data, sharing only model updates to improve a global model without exposing raw data.

This framework offers a foundation for a decentralized healthcare application that can maintain patient privacy, improve data availability across hospitals, and enable collaborative insights.

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