Lana X. Garmire

Deep Learning–Based Multi-Omics Integration Robustly Predicts Survival in Liver Cancer

Kumardeep Chaudhary, Olivier Poirion, Liangqun Lu et al. · Clinical Cancer Research · 2017 · 1K citations · Full text

Detecting heterogeneity in single-cell RNA-Seq data by non-negative matrix factorization

Xun Zhu, Travers Ching, Xinghua Pan et al. · PeerJ · 2017 · 95 citations · Full text

Deep Learning based multi-omics integration robustly predicts survival in liver cancer

Kumardeep Chaudhary, Olivier Poirion, Liangqun Lu et al. · 2017 · 84 citations · Full text

Engineering, Pathology, Multiomics +22

Using single nucleotide variations in single-cell RNA-seq to identify subpopulations and genotype-phenotype linkage

Olivier Poirion, Xun Zhu, Travers Ching et al. · Nature Communications · 2018 · 82 citations · Full text

Using epigenomics data to predict gene expression in lung cancer

Jeffery Li, Travers Ching, Sijia Huang et al. · BMC Bioinformatics · 2015 · 56 citations · Full text