
Shengquan Chen
Articles
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Apr 6, 2024 |
nature.com | Shengquan Chen
AbstractRecent advancements for simultaneously profiling multi-omics modalities within individual cells have enabled the interrogation of cellular heterogeneity and molecular hierarchy. However, technical limitations lead to highly noisy multi-modal data and substantial costs. Although computational methods have been proposed to translate single-cell data across modalities, broad applications of the methods still remain impeded by formidable challenges.
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Oct 9, 2023 |
genomebiology.biomedcentral.com | Wenhao Zhang |Rui Jiang |Shengquan Chen |Ying Wang
The scCAS data used in this study were derived from three main sources. The dataset of human mixed cell lines (HMC) was generated from a mixture of ten human cell lines using single-nucleus ATAC-seq [6]. The dataset of mouse forebrain (MF) was generated from the forebrain tissue of an 8-week-old adult mouse by single-nucleus ATAC-seq [19].
simCAS: an embedding-based method for simulating single-cell chromatin accessibility sequencing data
Feb 14, 2023 |
biorxiv.org | Chen Li |Xiaoyang Chen |Shengquan Chen |Rui Jiang
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