首页|期刊导航|中华医学杂志（英文版）|An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population:A prospective cohort and modeling study

An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population:A prospective cohort and modeling study

Liyuan Liu Shuya Huang Chao Zheng Han Cai Heling Bao Liwen Fang Linhong Wang Zengjing Chen Zhigang Yu Yong He Chunyu Kao Yeye Fan Fu Yang Fei Wang Lixiang Yu Fei Zhou Yujuan Xiang

中华医学杂志（英文版）2024，Vol.137Issue(17)：2084-2091,8.

中华医学杂志（英文版）2024，Vol.137Issue(17)：2084-2091,8.DOI:10.1097/CM9.0000000000002891

An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population:A prospective cohort and modeling study

Liyuan Liu ¹Shuya Huang ²Chao Zheng ²Han Cai ²Heling Bao ³Liwen Fang ⁴Linhong Wang ⁴Zengjing Chen ⁵Zhigang Yu ²Yong He ⁶Chunyu Kao ⁷Yeye Fan ⁵Fu Yang ⁷Fei Wang ²Lixiang Yu ²Fei Zhou ²Yujuan Xiang²

作者信息

1. Department of Breast Surgery,The Second Hospital,Cheeloo College of Medicine,Shandong University,Jinan,Shandong 250033,China||School of Mathematics,Shandong University,Jinan,Shandong 250100,China
2. Department of Breast Surgery,The Second Hospital,Cheeloo College of Medicine,Shandong University,Jinan,Shandong 250033,China||Institute of Translational Medicine of Breast Disease Prevention and Treatment,Shandong University,Jinan,Shandong 250033,China
3. Department of Maternal and Child Health,School of Public Health,Peking University,Haidian District,Beijing 100191,China
4. National Center for Chronic and Non-communicable Disease Control and Prevention,Chinese Center for Disease Control and Prevention,Beijing 100050,China.
5. School of Mathematics,Shandong University,Jinan,Shandong 250100,China
6. School of Mathematics,Shandong University,Jinan,Shandong 250100,China||Zhongtai Securities Institute for Financial Studies,Shandong University,Jinan,Shandong 250100,China
7. Zhongtai Securities Institute for Financial Studies,Shandong University,Jinan,Shandong 250100,China
折叠

摘要

关键词

Breast cancer/Cancer prevention/Models/Women/Risk assessment

Key words

Breast cancer/Cancer prevention/Models/Women/Risk assessment

引用本文复制引用

Liyuan Liu,Shuya Huang,Chao Zheng,Han Cai,Heling Bao,Liwen Fang,Linhong Wang,Zengjing Chen,Zhigang Yu,Yong He,Chunyu Kao,Yeye Fan,Fu Yang,Fei Wang,Lixiang Yu,Fei Zhou,Yujuan Xiang..An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population:A prospective cohort and modeling study[J].中华医学杂志（英文版）,2024,137(17):2084-2091,8.

基金项目

This research was supported by grants from China Postdoctoral Science Foundation(Nos.2021M691911,2021M701997),the National Key Research and Development Program of China(No.2016YFC0901301),the Minister-affiliated Hospital Key Project of the Ministry of Health of China(No.07090122),and General Programs of Natural Science Foundation of Shandong Province(No.ZR2021MH243). （Nos.2021M691911,2021M701997）

中华医学杂志（英文版）

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ISSN：0366-6999

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