DeMixSC is a generalizable framework designed to leverage a small benchmark dataset for bulk RNA-seq deconvolution. Please refer to our accepted manuscript at Genome Research for details. Adjustment: ...
Abstract: Conventional deconvolution methods utilize hand-crafted image priors to constrain the optimization. While deep-learning-based methods have simplified the optimization by end-to-end training, ...
Abstract: Ultrasound (US) image restoration from radio frequency (RF) signals is generally addressed by deconvolution techniques mitigating the effect of the system point spread function (PSF). Most ...
Ultrafast deconvolution of bulk RNA-Seq datasets using a single-cell RNA-Seq reference dataset in which cell clusters have been defined. Bioconductor version >=3.20 must be installed first for this ...
Cooperative Institute for Research in Environmental Sciences (CIRES) and Department of Chemistry and Biochemistry, 216 UCB, University of Colorado-Boulder, Boulder, Colorado 80309-0216, School of ...
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