PiPo-Net: A Semi-automatic and Polygon-based Annotation Method for Pathological Images
Yuqi Fang,Delong Zhu,Niyun Zhou,Li Liu,Jianhua Yao,Yuqi Fang,Delong Zhu,Niyun Zhou,Li Liu,Jianhua Yao
Metastatic involvement of lymph nodes is one of the most important prognostic variables for many cancers. Several deep learning based algorithms have been developed to segment metastatic regions in pathological images to help predict prognosis. However, the training of these methods requires a large amount of annotated data, and the labeling task is an extremely time-consuming process for human an...
