Deep learning detection of melanoma metastases in lymph nodes
European Journal of Cancer（2023）
Abstract
•Deep learning algorithm establishment on histological slides in a multi-center study.•The algorithm highlights melanoma metastases on H&E stained tissue of SLN.•The method could accurately identify melanoma deposits of>0.1 mm in diameter.•Metastases detected with an AUC of 0.96 and 0.99 in two cohorts, respectively.
MoreTranslated text
Key words
Melanoma metastasis,Lymph nodes,Artificial intelligence,U -Net,Digital pathology,Whole -slide image,Computer -aided,diagnosis (CAD)
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined