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stat.ML2018
Predicting drug response of tumors from integrated genomic profiles by deep neural networks
Yu-Chiao Chiu, Hung-I Harry Chen, Tinghe Zhang +5
The study of high-throughput genomic profiles from a pharmacogenomics viewpoint has provided unprecedented insights into the oncogenic features modulating drug response. A recent s…
stat.ML2018
GSAE: an autoencoder with embedded gene-set nodes for genomics functional characterization
Hung-I Harry Chen, Yu-Chiao Chiu, Tinghe Zhang +3
Bioinformatics tools have been developed to interpret gene expression data at the gene set level, and these gene set based analyses improve the biologists' capability to discover f…