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

• Egile Nagusiak: Ying Gao (Egilea), Shu Li (Egilea), Yujing Jin (Egilea), Lengxiao Zhou (Egilea), Shaomei Sun (Egilea), Xiaoqian Xu (Egilea), Shuqian Li (Egilea), Hongxi Yang (Egilea), Qing Zhang (Egilea), Yaogang Wang (Egilea)
• Formatua: Liburua
• Argitaratua: JMIR Publications, 2022-12-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: 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...