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Translational Medicine / 转化医学Clinical NLP in Oncology

Guergana Savova

PhD

🏢Boston Children's Hospital / Harvard Medical School🌐USA

Associate Professor of Pediatrics

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Key Contributions

👥Biography 个人简介

Guergana Savova is the creator of cTAKES (clinical Text Analysis and Knowledge Extraction System), the most widely used open-source clinical NLP system in cancer research. Her work on extracting cancer phenotypes, treatments, and outcomes from unstructured clinical text has enabled large-scale real-world evidence generation. She continues to advance transformer-based clinical NLP methods for oncology applications.

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🧪Research Fields 研究领域

Clinical text mining
cTAKES platform
Cancer phenotyping NLP
Temporal relation extraction
EHR natural language processing

🎓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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