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Translational Medicine / 转化医学AI Pathology, H&E Deep Learning Tumor Features

Sophia Karagiannis

PhD

🏢King's College London🌐UK

Professor of Translational Cancer Immunology

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👥Biography 个人简介

Prof. Sophia Karagiannis is a translational cancer immunologist at King's College London who works at the intersection of computational pathology and immune cell analysis. She has contributed to AI-based quantification of immune cell infiltrates from H&E and multiplex immunohistochemistry images to characterize tumor immune phenotypes. Her work on training deep learning models to recognize immune cell subpopulations from standard staining advances cost-effective tumor immune profiling.

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🧪Research Fields 研究领域

H&E deep learning tumor features
immune cell digital pathology
IgE antibody cancer imaging
computational immunohistochemistry
AI H&E immune cell quantification

🎓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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