Accurate estimation of rare cell-type fractions from tissue omics data via hierarchical deconvolution

Published in Annals of Applied Statistics, 2024

HiDecon leverages single-cell references and a hierarchical cell-type tree to deliver accurate, interpretable estimates of cell-type fractions, especially for highly correlated and rare cell types. R package