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

HIGHLIGHTS

• who: Yi-Ching Tang from the Center for PrecisionUniversity of have published the Article: Molecular pathways enhance drug response prediction using transfer learning from cell lines to tumors and patient-derived xenografts, in the Journal: Scientific Reports Scientific Reports
• what: Since the method is capable of incorporating other types of genomic data, such as mutation and copy number variation data, the authors demonstrate that the authors are able to improve significantly the performance on erlotinib through the incorporation of these types of genomics data. The authors focused on monotherapy prediction and excluded drug combination data . . .
  

   

  

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