Cytobank专业版

Cytobank 是一款基于云的平台，提供高维单细胞数据机器学习辅助分析。Cytobank流式细胞仪分析软件强大的降维、聚类及预测算法可有效推进研究进程。利用 Cytobank 平台可对流式细胞术、质谱流式细胞术及其他单细胞数据进行管理和归档，通过网络设备，轻松实现用户间跨学科、跨地域的协作。

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Cytobank专业版

Cytobank 专业版功能

减少主观操作

  • 使用 FlowSOM/SPADE 算法自动聚集表型相似细胞
  • 使用 viSNE工具 在二维图中显示多维数据，促进稀有生物亚群识别
  • 使用 CITRUS 自动归类单细胞数据，识别样品组中具统计功效的预测性生物标记

深度分析数据

 

协作

机器学习辅助分析大众化

  • 专为生物学家设计，无需编码或插件，详情请登陆学习中心
  • 在线知识存库为您提供海量文章、操作提示及应用技巧，并支持疑问支持申请表
  • 使用实验管理器可进行项目梳理、查询，树形视图可显示实验间的关系

Explore Cytobank Premium Licenses

选择 Cytobank Premium 型号

Cytobank Premium Specifications

Compatibility FCS 2.0, 3.0, and 3.1 files from instrument agnostic. DROP is able to import any numeric data in a text delimited (comma, semicolon, tab) format.
Plot Types Contour Plots, Density Plots, Dot Plots, Heatmap, Histograms, Overlay Plots
Algorithms CITRUS, FlowSOM, SPADE, viSNE, UMAP, opt-SNE, tSNE-CUDA, Automatic Gating, PeacoQC
Statistics
  • Student’s t-test
  • Mann-Whitney U test
  • Paired student’s t-test
  • Wilcoxon signed-rank test
  • Kruskal-Wallis H test
  • One-way analysis of variance
  • Two-way analysis of variance
License Type Academic, Commercial
License Term 1–3 Years

Content and Resources

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Resource Type
Using Machine Learning Algorithms to Provide Deep Insights into Cellular Subset Composition
Use Machine Learning Algorithms to Explore the Potential of Your High Dimensional Flow Cytometry Data Example of a 20–color Panel on CytoFLEX LX Explore the potential of high dimensional flow cytometry data with an Example of a 20–color Panel on CytoFLEX LX. Understand how to perform machine learning algorithms like viSNE and FlowSOM to identify phenotypes of populations/subsets present in the 20–color CytoFLEX LX flow cytometry data. Build a computational flow cytometry data analysis pipeline with Cytobank. Learn how to assess the quality of viSNE maps and FlowSOM clustering results. Recognize how pre–processing steps can affect the result quality of machine learning algorithms.
How to use R to rewrite FCS files with different number of channels <span style="color: #183247; background-color: #ffffff;">How to use R to rewrite FCS files with different number of channels</span>
Get the Cytobank Platform and Publish
Using Standardized Dry Antibody Panels for Flow Cytometry in Response to SARS-CoV2 Infection As a highly standardized reagent set for comprehensive immune profiling, dry DURAClone* antibody panels (Beckman Coulter) were extended by adding antibodies in liquid format and evaluated for their utility as straightaway immune profiling research tools in normal and SARS-CoV2-positive donors.

技术文件

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