A heterogeneous graph neural network that includes immune cells around kidney glomeruli achieves the best cross-patient F1 score (0.73) among tested models on a six-patient kidney transplant dataset.
Performance and limitations of a supervised deep learning approach for the histopathological O xford classification of glomeruli with I g A nephropathy
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HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification
A heterogeneous graph neural network that includes immune cells around kidney glomeruli achieves the best cross-patient F1 score (0.73) among tested models on a six-patient kidney transplant dataset.