Deep transfer learning for detection of breast arterial calcifications on mammograms: a comparative study.
Nazanin MobiniDavide CapraAnna ColarietiMoreno ZanardoGiuseppe BaselliFrancesco SardanelliPublished 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.