Deep Transfer Learning of Drug Responses by Integrating Bulk and Single-cell RNA-seq data
Junyi Chen, Zhenyu Wu, Ren Qi, Anjun Ma, Jing Zhao, Dong He Xu, Lang Li, Qin Ma
This paper introduces scDEAL, a deep transfer learning framework that predicts cancer drug responses from single-cell RNA-seq data by integrating bulk RNA-seq drug response data and interpretable gene signatures.
bioRxiv · Aug 1, 2021 · PreprintBioinformatics