Author
Johns Hopkins UniversityORCID 0000-0003-0778-4701Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Shreyash Sonthalia, Brian R. Herb, Ricky S. Adkins…·Carlo Colantuoni
The paper compiles a large transcriptomic dataset of neocortical development and uses joint matrix decomposition to identify conserved transcriptome dynamics across mammals and developmental stages.
Huan Chen, Guangyan Li, Jinrui Liu…·Carlo Colantuoni
SJD identifies shared molecular variation across multi-omics datasets by decomposing matrices with hierarchical structure, applied to neurogenesis RNA-seq data.
Huan Chen, Brian S. Caffo, Genevieve Stein-O’Brien…·Luo Xiao
The paper introduces 2s-LCA, a method for joint analysis of multiple biological data sets, and applies it to human brain development data to identify shared gene expression patterns.