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Translational Medicine / 转化医学Clinical NLP, Oncology Information Extraction

Guergana Savova

PhD

🏢Boston Children's Hospital / Harvard🌐USA

Associate Professor

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Key Papers
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Key Contributions

👥Biography 个人简介

Guergana Savova developed cTAKES (clinical Text Analysis and Knowledge Extraction System) — one of the most widely used open-source clinical NLP tools, used extensively for extracting cancer diagnoses, medications, and clinical findings from unstructured oncology notes. Her work on cancer phenotyping from EHR notes has enabled large-scale retrospective cancer research from existing clinical data.

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🧪Research Fields 研究领域

clinical NLP cancer notes
information extraction oncology EHR
cTAKES clinical NLP toolkit
cancer phenotyping NLP
oncology concept extraction

🎓Key Contributions 主要贡献

Representative Works 代表性著作

📄Data Sources 数据来源

Last updated: 2026-03-01 | All information from publicly available academic sources

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