Machine learning-based clinical prediction model and multi-omics integration for assessing pancreatic cancer risk in new-onset diabetes

Abstract Background Given that pancreatic cancer (PC) is typically diagnosed at an advanced stage but is often preceded by new-onset diabetes mellitus (NODM), providing a window for early detection, we sought to develop and validate an interpretable machine-learning model integrated with multi-omics...

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Bibliografiske detaljer

Principais autores:	Jiabin Yang, Bingxin Cao, Anwaier Yuemaierabola, Yanyu Gong, Yusheng Guo, Haoming Zhong, Kailu Zhang, Sichen Wang, Qiaozhi Huang, Jiaqing Li, Tao Ye, Jianwei Luo, Yu Zhou, Rufu Chen
Format:	Artigo
Sprog:	Inglês
Udgivet:	BMC 2026-01-01
Serier:	Journal of Translational Medicine
Fag:	Pancreatic cancer New-onset diabetes mellitus Machine-learning Early screening Multi-omics
Online adgang:	https://doi.org/10.1186/s12967-026-07767-1
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