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Deep transfer learning for detection of breast arterial calcifications on mammograms: a comparative study.

Nazanin MobiniDavide CapraAnna ColarietiMoreno ZanardoGiuseppe BaselliFrancesco Sardanelli
Published in: European radiology experimental (2024)
• We tested different pretrained convolutional networks (CNNs) for BAC detection on mammograms. • VGG and MobileNet demonstrated promising performances, outperforming their deeper, more complex counterparts. • Visual explanations using Grad-CAM++ highlighted VGG16's superior performance in localizing BAC.
Keyphrases
  • loop mediated isothermal amplification
  • real time pcr
  • label free
  • neural network
  • sensitive detection