Figure 1 | Scientific Reports

Figure 1

From: Molecular pathways enhance drug response prediction using transfer learning from cell lines to tumors and patient-derived xenografts

Figure 1

Workflow of the transfer learning model. From top to bottom, pre-treatment cell line and tumor gene expression levels were harmonized. Genomic and chemical features were generated respectively. Cell line data were then used to pretrained a cell line model, while tumor data were feed into a new model which was trained with the pretrained model.

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