Renato Umeton
PhD
Director of Artificial Intelligence Operations
👥Biography 个人简介
Renato Umeton leads AI operations at Dana-Farber Cancer Institute where he has implemented federated learning pipelines for multi-institutional cancer research. His work on privacy-preserving clinical NLP enables extraction of treatment outcomes from unstructured oncology notes across institutions without data sharing. He has developed practical frameworks for deploying federated AI in real clinical cancer research workflows.
🧪Research Fields 研究领域
🎓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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