Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions

Breast cancer has reached the highest incidence rate worldwide among all malignancies since 2020. Breast imaging plays a significant role in early diagnosis and intervention to improve the outcome of breast cancer patients. In the past decade, deep learning has shown remarkable progress in breast cancer imaging analysis, holding great promise in interpreting the rich information and complex context of breast imaging modalities. Considering the rapid improvement in deep learning technology and the increasing severity of breast cancer, it is critical to summarize past progress and identify future challenges to be addressed. This paper provides an extensive review of deep learning-based breast cancer imaging…

• NN
  National Natural Science Foundation of China

  Award: 62202403
• IA
  Innovation and Technology Commission - Hong Kong

  Award: PRP/034/22FX
• ST
  Science, Technology and Innovation Commission of Shenzhen Municipality

  Award: SGDX20210823103201011