Data Sheet 1_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.xlsx

Background<p>Colorectal cancer (CRC) is a highly frequent cancer worldwide, and early detection and risk stratification playing a critical role in reducing both incidence and mortality. we aimed to develop and validate a machine learning (ML) model using clinical data to improve CRC identifica...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Guinian Du (21730952) (author)
مؤلفون آخرون:	Hui Lv (1537975) (author), Yishan Liang (21730955) (author), Jingyue Zhang (14338044) (author), Qiaoling Huang (3110331) (author), Guiming Xie (20425069) (author), Xian Wu (309304) (author), Hao Zeng (329852) (author), Lijuan Wu (2602576) (author), Jianbo Ye (18511464) (author), Wentan Xie (21730964) (author), Xia Li (14984) (author), Yifan Sun (734245) (author)
منشور في:	2025
الموضوعات:	Oncology and Carcinogenesis not elsewhere classified Colorectal cancer Risk prediction Machine learning LightGBM model Early diagnosis
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

Data Sheet 1_Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.xlsx

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