Artificial intelligence for histological subtype classification of breast cancer: combining multi-scale feature maps and the recurrent attention model.
Junjie LiWeiming MiYucheng GuoXinyu RenHao FuTao ZhangHao ZouZhiyong LiangPublished in: Histopathology (2022)
This model can imitate the diagnostic process of pathologists, pay attention to a series of local features on the pathology image, and summarize related information, in order to accurately classify breast cancer into its histological subtypes, which is important for treatment and prognosis.