BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix. (arXiv:2204.11425v2 [eess.IV] UPDATED)

The evaluation of human epidermal growth factor receptor 2 (HER2) expression
is essential to formulate a precise treatment for breast cancer. The routine
evaluation of HER2 is conducted with immunohistochemical techniques (IHC),
which is very expensive. Therefore, for the first time, we propose a breast
cancer immunohistochemical (BCI) benchmark attempting to synthesize IHC data
directly with the paired hematoxylin and eosin (HE) stained images. The dataset
contains 4870 registered image pairs, covering a variety of HER2 expression
levels. Based on …

arxiv bci cancer generation image image generation pix2pix