Review: Predictive approaches to breast cancer risk

doi:10.1016/j.heliyon.2023.e21344

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	Review: Predictive approaches to breast cancer risk
	Huang, Shuai 1; Xu, Jun Tao 2,3,4,5; Yang, Mei 1,6
	2023-11-01
发表期刊	HELIYON
卷号	9 期号:11 页码:9
摘要	Despite the deployment of specific breast cancer screening strategies, breast cancer incidence rates have escalated significantly over recent decades. In a bid to reverse this trend, scientists have engaged in extensive epidemiological research into breast cancer prevalence, identifying numerous individual risk factors and promoting population-wide health education. Coupled with advances in genetic testing, risk prediction models based on breast cancer genes have been developed, albeit with inherent limitations. In the new millennium, the emergence of artificial intelligence (AI) as a dominant technological force suggests that breast cancer prediction models developed with AI may represent the next frontier in research.
关键词	Breast cancer Risk factors BRCA1/2 Polygenic risk scores Artificial intelligence
DOI	10.1016/j.heliyon.2023.e21344
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[82072939] ; National Natural Science Foundation of China[82373427] ; Natural Science Foundation of Guangdong Province[2022A1515010425] ; Guangzhou Science and Technology Program[202206010110]
WOS研究方向	Science & Technology - Other Topics
WOS类目	Multidisciplinary Sciences
WOS记录号	WOS:001114411500001
出版者	CELL PRESS
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/38060
专题	中国科学院计算技术研究所
通讯作者	Yang, Mei
作者单位	1.Southern Med Univ, Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Dept Breast Oncol, Guangzhou, Guangdong, Peoples R China 2.Chinese Acad Sci, Joint Turing Darwin Lab Phil Rivers Technol Ltd, Beijing, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 4.Phil Rivers Technol Ltd, Dept Computat Biol, Beijing, Peoples R China 5.Chinese Acad Sci, China West Inst Comp Technol, Chongqing, Peoples R China 6.Dept Breast Oncol, 4th Floor, 123 Huifu West Rd, Guangzhou, Guangdong, Peoples R China
推荐引用方式 GB/T 7714	Huang, Shuai,Xu, Jun Tao,Yang, Mei. Review: Predictive approaches to breast cancer risk[J]. HELIYON,2023,9(11):9.
APA	Huang, Shuai,Xu, Jun Tao,&Yang, Mei.(2023).Review: Predictive approaches to breast cancer risk.HELIYON,9(11),9.
MLA	Huang, Shuai,et al."Review: Predictive approaches to breast cancer risk".HELIYON 9.11(2023):9.