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Ceusia-Breast: computer-aided diagnosis with contrast enhanced ultrasound image analysis for breast lesions.

Satoshi KondoMegumi SatohMutsumi NishidaRyousuke SakanoKazuya Takagi
Published in: BMC medical imaging (2023)
The experimental results show a significant improvement in classification performance compared to conventional classification methods using only B-mode images. We also confirm that the selected features are related to the findings that are considered important in clinical practice. Furthermore, we verify the intra- and inter-examiner correlation in the guidance input for region extraction and confirm that both correlations are in strong agreement.
Keyphrases
  • deep learning
  • contrast enhanced ultrasound
  • clinical practice
  • machine learning
  • convolutional neural network