Jayashree Kalpathy-Cramer
PhD
Associate Professor of Radiology
👥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.
🧪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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