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Cluster Analysis of Biofilm System

Cluster analysis is a technique for statistical data analysis that is widely used in many fields, including machine learning, data mining, pattern recognition, image analysis, and biological information. Clustering is to divide similar objects into different groups or more subsets by static classification, so that the member objects in the same subset have similar properties. CD BioSciences provide cluster analysis service of biofilm system to help customers complete biofilm related research.

Our Services

CD BioSciences provides one-stop cluster analysis service of biofilm system of biofilm system. We offer a variety of methods and software to choose from to meet your research needs.

Specific Cluster Analysis Approaches We Offer

Based on the distance RMSD between structures, structures can be grouped into a set of groups of clusters that reflect the extent of conformational accessibility and their relative weights. This can be done through clustering algorithms, some of which are implemented by the cluster command. This program will generate several output files. We'll check the program's help documentation to see what each of them means, and then run the program. CD BioSciences can provide the following cluster analysis services including but are limited to:

  • Hierarchical clustering service
  • K-means clustering service
  • Heatmap Service
  • SOM Service

Our cluster analysis service can be also used in the following field:

  • Genetic clustering
  • Transcriptomics
  • Proteomics
  • Sequence analysis
  • High-throughput genotyping platforms
  • Medical imaging

Provided by Clients

Please inform us of your specific cluster analysis service details, and we can provide customized solutions for different projects.

Service Process

Service Process

Our Features

  • CD BioSciences specializes in biofilm services and we are committed to contributing to more customers.
  • We have professional after-sales service: which has been established to provide customers with efficient, fast, practical and feasible solutions.
  • CD BioSciences has in-depth cooperation with many biology companies and research institutes, and has extensive experience in providing them with high-quality services.


  1. Related experimental results raw data
  2. Cluster analysis results
  3. Experimental report
  4. Data analysis
  5. Image and result analysis
  6. Summary of relevant calculation parameters

Why Choose Us?

CD BioSciences provides professional biofilm service to meet the needs of regular customers to determine hits on time and on budget. CD BioSciences relies on the world-class technical expertise, we provide customers with the best quality one-stop biofilm service, including the development of experimental procedures according to different experimental needs. Please feel free to contact us for more detailed information, our scientists will tailor the most reasonable plan for your project. We look forward to working with you to help your R&D project succeed.

For research use only, not intended for any clinical use.
Related Services:

CD BioSciences is a specialized company providing biofilm services with expertise in the intersection of chemistry and biophysics. Our platform offers advanced technologies to meet all your biofilm needs.

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