Personalized risk stratification in colorectal cancer via PIANOS system

Abstract Current prognostic biomarkers for colorectal cancer (CRC) lack stability and generalizability across different cohorts and platforms, challenging precise patient stratification. Here, we introduce a Platform Independent and Normalization Free Single-sample Classifier (PIANOS), designed to r...

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Autors principals:	Du Cai, Haoning Qi, Qiuxia Yang, Huayu Li, Chenghang Li, Chuling Hu, Baowen Gai, Xu Zhang, Yize Mao, Feng Gao, Xiaojian Wu
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-07-01
Col·lecció:	Nature Communications
Accés en línia:	https://doi.org/10.1038/s41467-025-61713-1
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