Automatic CD30 scoring method for whole slide images of primary cutaneous CD30 + lymphoproliferative diseases.

Tingting ZhengSong ZhengKe WangHao QuanQun BaiShuqin LiRuiqun QiYue ZhaoXiaoyu CuiXinghua Gao

Published in: Journal of clinical pathology (2022)

In this study, using a few immunohistochemical WSIs, our model can accurately identify CD30, CD3 and Ki-67 markers. In addition, the model could be applied to additional tumour identification tasks to aid pathologists in diagnosis and benefit clinical evaluation.

Keyphrases

clinical evaluation
deep learning
machine learning
epstein barr virus
nk cells
working memory
squamous cell carcinoma
convolutional neural network