Výsledky vyhledávání - "ChinWang Cheong"

Accurate and interpretable gene expression imputation on scRNA-seq data using IGSimpute

Autor: Ke Xu, ChinWang Cheong, Werner P Veldsman, Aiping Lyu, William K Cheung, Lu Zhang

Single-cell RNA-sequencing (scRNA-seq) enables the quantification of gene expression at the transcriptomic level with single-cell resolution, enhancing our understanding of cellular heterogeneity. However, the excessive missing values present in scRN

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::42d29203e37d3f2c01561a7225a10f5f
https://doi.org/10.1101/2023.01.22.525114

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DeepDRIM: a deep neural network to reconstruct cell-type-specific gene regulatory network using single-cell RNA-seq data

Autor: Liang Lan, Lu Zhang, Jiming Liu, Chinwang Cheong, William W. L. Cheung, Jiaxing Chen, Xin Zhou, Aiping Lyu

Publikováno v: Briefings in Bioinformatics

Single-cell RNA sequencing has enabled to capture the gene activities at single-cell resolution, thus allowing reconstruction of cell-type-specific gene regulatory networks (GRNs). The available algorithms for reconstructing GRNs are commonly designe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::189f96b9a5e7b4a550c27b7a62462fd7
http://europepmc.org/articles/PMC8499812

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