Radiogenomic landscape of the hallmarks of cancer

Abstract Radiogenomics, by integrating medical imaging and multidimensional genomic data, aims to identify non-invasive imaging biomarkers to aid in deciphering the molecular characteristics of tumors and provide potential support for precision medicine. However, existing research is primarily limit...

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Auteurs principaux:	Guisheng Zhang, Yusheng Guo, Yanjie Yang, Tianxiang Li, Bingxin Gong, Jie Lou, Yi Li, Shu Peng, Chanyuan Liu, Xiuxue Yuan, Fengshou Zhang, Lian Yang
Format:	Artigo
Langue:	Inglês
Publié:	BMC 2026-04-01
Collection:	Biomarker Research
Sujets:	Radiogenomics Hallmarks of cancer Biological interpretability Precision oncology
Accès en ligne:	https://doi.org/10.1186/s40364-026-00920-4
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