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A domain knowledge-based interpretable deep learning system for improving clinical breast ultrasound diagnosis.

Lin YanZhiying LiangHao ZhangGaosong ZhangWeiwei ZhengChunguang HanDongsheng YuHanqi ZhangXinxin XieChang LiuWenxin ZhangHui ZhengJing PeiDinggang ShenXuejun Qian
Published in: Communications medicine (2024)
Such a clinically applicable deep learning system may be incorporated into future breast cancer screening and support assisted or second-read workflows.
Keyphrases
  • deep learning
  • artificial intelligence
  • convolutional neural network
  • healthcare
  • machine learning
  • magnetic resonance imaging
  • current status
  • single molecule
  • computed tomography
  • young adults
  • breast cancer risk