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Updated: May 1, 2026

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使用合成放射性特征克服放射学/放射基因组学的数据稀缺性

Milad Ahmadian1, Zuhir Bodalal2, Hedda J van der Hulst2

  • 1Department of Head and Neck Oncology and Surgery, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands; Department of Radiology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands; Amsterdam Center for Language and Communication, University of Amsterdam, Amsterdam, the Netherlands.

Computers in biology and medicine
|April 9, 2024
PubMed
概括

合成放射性数据生成可以提高放射性模型的性能,特别是当数据稀缺时. 这种方法通过增加有限的现实世界数据集来提高预测准确性.

关键词:
数据增强数据增强数据稀缺性 数据稀缺性医学成像医学成像放射基因组学是指放射基因组学.无线电学 (Radiomics) 是一种辐射学.合成数据生成的合成数据生成.

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