8 Single-Cell RNA-seq Datasets

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单细胞RNA-seq聚类

个体聚类分析

数据链接：

https://data.mendeley.com/datasets/nv2x6kf5rd 数据链接链接失效反馈

官方服务：

资源简介：

8 Single-Cell RNA-seq data sets studied in the paper `D. Chen, J, Jin, and Z.T. Ke (2023) Subject clustering by IF-PCA and several recent methods'. See `ReadMe.rtf' for details.

创建时间：

2023-04-28

MultiK: An Automated Tool to Infer Optimal Cluster Numbers in Single-Cell RNA Sequencing Data

单细胞RNA-seq聚类

聚类数推断

This paper proposes MultiK, a data-driven tool for objective selection of multiple insightful numbers of clusters (K) from single-cell RNA-seq data. MultiK combines multiple clustering resolution solu

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Supplementary Material for the paper entitled "Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data"

单细胞RNA-seq聚类

标记基因选择

This repo contain supplementary tables from the manuscript entitled: "Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data". Clustering is a common way to

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Additional file 9 of JOINT for large-scale single-cell RNA-sequencing analysis via soft-clustering and parallel computing

单细胞RNA-seq聚类

算法性能

Additional file 9: Table S1. Comparison of clustering performance for JOINT and published imputation algorithms on a simulated dataset.

Figshare2021-01-11 更新10

Deep learning enables accurate clustering with batch effect removal in single-cell RNA-seq analysis. Deep learning enables accurate clustering with batch effect removal in single-cell RNA-seq analysis

单细胞RNA-seq聚类

批次效应校正

The data was used to evaluate the performance of single cell RNA-Seq clustering methods. Overall design: The data was generated from human peripheral blood mononuclear clear cells by Ficoll Separation

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Geometric perturbation for manifold data.

单细胞RNA-seq聚类

数据几何降维

Recent advances in single-cell technologies have enabled high-resolution characterization of tissue and cancer compositions. Although numerous tools for dimension reduction and clustering are availabl

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8 Single-Cell RNA-seq Datasets

资源简介：

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