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Machine learning-based model constructed from ultrasound radiomics and clinical features for predicting HER2 status in breast cancer patients with indeterminate (2+) immunohistochemical results.

Meiying YanJincao YaoXiao ZhangDong XuChen Yang
Published in: Cancer medicine (2024)
Machine learning models grounded on radiomics efficiently predicted IHC HER2 2+ status in breast cancer patients, suggesting potential enhancements in clinical decision-making for treatment and management.
Keyphrases
  • machine learning
  • decision making
  • lymph node metastasis
  • artificial intelligence
  • big data
  • magnetic resonance imaging
  • contrast enhanced
  • deep learning
  • combination therapy
  • human health
  • ultrasound guided