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Minglian Ouyang

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Open access Aug 2026

Biomarker-integrated machine learning models for predicting treatment-related bowel dysfunction after rectal cancer surgery: a multicenter development and external validation study

The random forest model integrating clinicopathological biomarkers and treatment-related variables demonstrated robust predictive performance for postoperative or post-treatment risk stratification of treatment-related bowel dysfunction (LARS) and is intended to support postoperative monitoring, survivorship counseling...

Q. Liu, Yunxin Liu, Yuxiang Huang et al. · 0 citations
Open access Jul 2026

Association of the C-reactive protein–triglyceride–glucose index with the risk of incident cardiovascular disease in rectal cancer survivors

Background and objective Rectal cancer survivors face an elevated cardiovascular disease (CVD) burden shaped by tumor- and treatment-related pathophysiology beyond conventional risk factors. We evaluated the association between the C-reactive protein–triglyceride–glucose index (CTI)—a composite inflammatory–metabolic i...

Qi-Ming Zhao, Chen Zhang, Wen-Hui Jiang et al. · 0 citations

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