Breast cancer risk prediction combining a convolutional neural network-based mammographic evaluation with clinical factors

被引：0
作者：
Alissa Michel
Vicky Ro
Julia E. McGuinness
Simukayi Mutasa
Mary Beth Terry
Parisa Tehranifar
Benjamin May
Richard Ha
Katherine D. Crew
机构：
[1] Columbia University,Department of Medicine, Vagelos College of Physicians and Surgeons
[2] Columbia University Irving Medical Center,Herbert Irving Comprehensive Cancer Center
[3] Columbia University,Department of Radiology, Vagelos College of Physicians and Surgeons
[4] Columbia University,Department of Epidemiology, Mailman School of Public Health
[5] Hematology-Oncology,undefined
来源：
Breast Cancer Research and Treatment | 2023年 / 200卷
关键词：
Breast cancer; Artificial intelligence; Deep learning; Racial disparities; Risk prediction; Convolutional neural network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：237 / 245
页数：8
相关论文
共 147 条
[11]  
Siegel RL(2018)Exploring the prediction performance for breast cancer risk based on volumetric mammographic density at different thresholds Breast Cancer Res 20 1061-961
[12]  
Laversanne M(2015)Comparison of mammographic density estimation by Volpara software with radiologists' visual assessment: analysis of clinical-radiologic factors affecting discrepancy between them Acta Radiol 56 1-353
[13]  
Soerjomataram I(2019)Identifying women at high risk for breast cancer using data from the electronic health record compared with self-report JCO Clin Cancer Inform 3 1782-379
[14]  
Jemal A(2007)Projecting individualized absolute invasive breast cancer risk in African American women J Natl Cancer Inst 99 951-66
[15]  
Bray F(2011)Projecting individualized absolute invasive breast cancer risk in Asian and Pacific Islander American women J Natl Cancer Inst 103 347-49
[16]  
Brentnall AR(2012)Evaluating breast cancer risk projections for Hispanic women Breast Cancer Res Treat 132 374-536
[17]  
Harkness EF(2005)Barriers to minority participation in breast carcinoma prevention trials Cancer 104 60-143
[18]  
Astley SM(2019)A deep learning mammography-based model for improved breast cancer risk prediction Radiology 292 31-undefined
[19]  
Donnelly LS(2019)Health and racial disparity in breast cancer Adv Exp Med Biol 1152 529-undefined
[20]  
Stavrinos P(2019)Improving accuracy and efficiency with concurrent use of artificial intelligence for digital breast tomosynthesis Radiol Artif Intell 1 136-undefined
12345678910