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Predicting breast cancer 5-year survival using machine learning: A systematic review.

Jiaxin LiZijun ZhouJianyu DongYing FuYuan LiZe LuanXin Peng
Published in: PloS one (2021)
Overall, compared with traditional statistical methods, the performance of ML models does not necessarily show any improvement, and this area of research still faces limitations related to a lack of data preprocessing steps, the excessive differences of sample feature selection, and issues related to validation. Further optimization of the performance of the proposed model is also needed in the future, which requires more standardization and subsequent validation.
Keyphrases
  • machine learning
  • deep learning
  • current status
  • weight gain
  • young adults
  • free survival
  • weight loss
  • clinical evaluation