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AI in Cancer Research / AI+癌症研究AI Medical Imaging

Ronald M. Summers

罗纳德·萨默斯

MD, PhD, FAIMBE

🏢NIH Clinical Center(NIH临床中心)🌐USA

Senior Investigator; Chief, Clinical Image Processing Service高级研究员;临床图像处理服务主任

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Key Papers
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Awards
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Key Contributions

👥Biography 个人简介

Ronald M. Summers, MD, PhD, FAIMBE is a pioneering figure in AI and deep learning for radiology whose open datasets have enabled a generation of medical imaging AI research. He released DeepLesion (32,000+ CT lesions) and co-authored ChestX-ray8 (112,000+ chest X-rays). With 64,000+ citations and 600+ publications, he received the Presidential Early Career Award in 2000.

Ronald M. Summers医学博士、哲学博士、FAIMBE是放射学AI和深度学习领域的先驱人物,他的开放数据集使新一代医学影像AI研究成为可能。他发布了DeepLesion(32,000+ CT病变)并合著了ChestX-ray8(112,000+胸部X光片)。凭借64,000+次引用和600+篇出版物,他于2000年获得总统早期职业奖。

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🧪Research Fields 研究领域

Deep Learning深度学习
CADCAD
DeepLesionDeepLesion
Large-Scale Imaging Databases大规模影像数据库

🎓Key Contributions 主要贡献

DeepLesion Dataset

Released largest publicly available CT lesion dataset (32,735 lesions, 4,427 patients)

ChestX-ray8 Dataset

Co-authored 112,120 chest X-ray dataset with 14 disease labels enabling large-scale AI research

Representative Works 代表性著作

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DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

Journal of Medical Imaging (2018)

Released landmark dataset enabling universal lesion detection research

🏆Awards & Recognition 奖项与荣誉

🏆Presidential Early Career Award for Scientists and Engineers (2000)
🏆NIH Director's Award (2012)
🏆AIMBE Fellow

📄Data Sources 数据来源

Last updated: 2026-03-12 | All information from publicly available academic sources

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