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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sara Zouad

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#federated learning Open access Oct 2026

Federated Blockchain Learning to Support Root-Cause Analysis of Medical Incidents

Incident reports help health care organisations learn from patient harm, but they stay inside each institution, and their cause analysis is slow and manual. We present MIRR-FL, a consortium system in which smart contracts on a permissioned blockchain enforce each incident’s lifecycle, while a federated classifier gover...

Sara Zouad, Lazhar Khamer, Malika Rached-Kanouni et al. · 0 citations
#federated learning Open access Oct 2026

MIRR-FL: code, data and results for 'Federated Blockchain Learning for Automated Medical Incident Root-Cause Analysis'

Code, data and result files behind every number, table and figure of the article Federated Blockchain Learning for Automated Medical Incident Root-Cause Analysis: Solidity smart contracts and tests, the TLA+ model of the incident lifecycle and its TLC results, the synthetic incident generator and dataset, the federated...

Sara Zouad, Lazhar Khamer, Malika Rached Kanouni et al. · 0 citations

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