An Assessment of the Predictive Performance of Current Machine Learning-Based Breast Cancer Risk Prediction Models: Systematic Review

• Main Authors: Ying Gao (Author), Shu Li (Author), Yujing Jin (Author), Lengxiao Zhou (Author), Shaomei Sun (Author), Xiaoqian Xu (Author), Shuqian Li (Author), Hongxi Yang (Author), Qing Zhang (Author), Yaogang Wang (Author)
• Format: Book
• Published: JMIR Publications, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSeveral studies have explored the predictive performance of machine learning-based breast cancer risk prediction models and have shown controversial conclusions. Thus, the performance of the current machine learning-based breast cancer risk prediction models and their benefits and weakness...