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AI in Cancer Research / AI+癌症研究AI Diagnostics

Maryellen Giger

玛丽伦·吉格尔

PhD

🏢University of Chicago(芝加哥大学)🌐USA

A.N. Pritzker Distinguished Service Professor of RadiologyA.N.普利兹克杰出放射学服务教授

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h-index
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Key Papers
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Awards
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Key Contributions

👥Biography 个人简介

Pioneer of computer-aided detection (CAD) for mammography and breast AI. Led over three decades of research developing and validating AI systems for breast cancer detection, risk assessment, and diagnosis from mammography, ultrasound, and MRI, and has been instrumental in translating these tools to clinical use.

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🧪Research Fields 研究领域

AI DiagnosticsAI诊断
Computational Pathology计算病理学
Radiomics影像组学

🎓Key Contributions 主要贡献

CAD Mammography and Breast AI

Pioneered computer-aided detection (CAD) technology for mammography that became the first FDA-cleared AI system for breast cancer screening, and subsequently developed multi-modality AI approaches for comprehensive breast cancer risk assessment.

Representative Works 代表性著作

[1]

Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: effect of ROI size and location

Medical Physics (2004)

Seminal study demonstrating AI-based mammographic texture analysis for breast cancer risk stratification, foundational to CAD clinical application.

🏆Awards & Recognition 奖项与荣誉

🏆RSNA Outstanding Researcher Award
🏆Society of Women in Radiology Marie Skodowska-Curie Award
🏆AAPM William D. Coolidge Award

📄Data Sources 数据来源

Last updated: 2026-01-15 | All information from publicly available academic sources

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