BriefGPT.xyz
Aug, 2019
组织病理学中的直方图图表
Histographs: Graphs in Histopathology
HTML
PDF
Shrey Gadiya, Deepak Anand, Amit Sethi
TL;DR
本论文在组织切片图像中,使用图卷积网络 (Graph Convolutional Networks, GCNs) 对细胞的多属性空间图进行建模,通过提取细胞空间排列的复杂特征以实现肿瘤分类,得到了与 Inception-v3 相当的分类准确率。
Abstract
spatial arrangement
of cells of various types, such as tumor infiltrating lymphocytes and the advancing edge of a tumor, are important features for detecting and characterizing
cancers
. However, convolutional neu
→