PathoGraph: An Attention-Based Graph Neural Network Capable of Prognostication Based on CD276 Labelling of Malignant Glioma Cells

PathoGraph: An Attention-Based Graph Neural Network Capable of Prognostication Based on CD276 Labelling of Malignant Glioma Cells

Computerized methods have been developed that allow quantitative morphological analyses of whole slide images (WSIs), e.g., of immunohistochemical stains. The latter are attractive because they can provide high-resolution data on the distribution of proteins in tissue. However, many immunohistochemi...

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Bibliographic Details
Main Authors: Islam Alzoubi, Lin Zhang, Yuqi Zheng, Christina Loh, Xiuying Wang, Manuel B. Graeber
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Cancers
Subjects:
artificial intelligence
attention mechanism
CD276
graph neural network (GNN)
histological analysis
Online Access:https://www.mdpi.com/2072-6694/16/4/750

Internet

https://www.mdpi.com/2072-6694/16/4/750

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