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Translational Medicine / 转化医学Federated Learning and AI Privacy

Jayashree Kalpathy-Cramer

PhD

🏢University of Colorado School of Medicine🌐USA

Associate Professor of Radiology

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👥Biography 个人简介

Jayashree Kalpathy-Cramer is a leading researcher in quantitative imaging biomarkers who has advanced federated learning approaches for multi-institutional cancer imaging studies. Her work on federated brain tumor analysis has demonstrated how privacy-preserving techniques can improve radiomic model generalization. She has contributed to international standards for quantitative imaging that underpin federated AI validation.

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🧪Research Fields 研究领域

Quantitative imaging
Brain tumor radiomics
Federated imaging AI
QIBA standards
Multi-site imaging studies

🎓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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