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Translational Medicine / 转化医学Federated Learning and AI Privacy

Sarthak Pati

MS

🏢University of Pennsylvania🌐USA

Postdoctoral Researcher

22
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Key Contributions

👥Biography 个人简介

Sarthak Pati is the lead developer of GaNDLF (Generally Nuanced Deep Learning Framework) and a core contributor to the FeTS federated learning platform for brain tumor analysis. His work has enabled researchers to seamlessly transition between centralized and federated training paradigms for cancer image analysis. He has contributed to landmark federated studies demonstrating improved generalizability of AI models across diverse clinical sites.

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🧪Research Fields 研究领域

GaNDLF framework
Federated tumor analysis
Medical image segmentation
Distributed model training
Neuro-oncology AI

🎓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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