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brca_tcga_pyg_dataset

Domaine:

healthcare

Type de record:

dataset

This is a dataset that was gotten by integrating the breast cancer(tcga) dataset from the cBioportal and data that shows node connections from Pathway Commons. They were preprocessed together to form one huge dataset that could be converted to Pytorch geometric data objects. This data is in the CSV format and can be downloaded, and then processed to form a graph dataset comprising different graphs for training Graph Neural Networks(GNN) for Graph regression. It could also be used as is for training Deep Neural Networks(DNN). The dataset contains the gene features of each patient in graph_idx and the overall survival time(in months) of each patient, which are the labels.