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Translational Medicine / 转化医学Federated Learning and AI Privacy

Micah Sheller

MS

🏢Intel Labs🌐USA

Research Scientist, Federated Learning

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Key Contributions

👥Biography 个人简介

Micah Sheller is the lead developer of OpenFL (Open Federated Learning), an open-source framework widely used in oncology federated learning studies. His collaboration with Penn Medicine on the FeTS brain tumor segmentation challenge demonstrated practical federated learning at scale across dozens of clinical sites. His engineering contributions have made federated learning accessible to cancer research institutions worldwide.

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🧪Research Fields 研究领域

Open federated learning
OpenFL framework
Brain tumor segmentation
Federated model aggregation
Privacy-preserving inference

🎓Key Contributions 主要贡献

Representative Works 代表性著作

📄Data Sources 数据来源

Last updated: 2026-04-01 | All information from publicly available academic sources

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