↓ Skip to main content

Computational Methods and Data Analysis for Metabolomics

Overview of attention for book
Cover of 'Computational Methods and Data Analysis for Metabolomics'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Overview of Experimental Methods and Study Design in Metabolomics, and Statistical and Pathway Considerations
  3. Altmetric Badge
    Chapter 2 Metabolomics Data Processing Using XCMS
  4. Altmetric Badge
    Chapter 3 Metabolomics Data Preprocessing Using ADAP and MZmine 2
  5. Altmetric Badge
    Chapter 4 Metabolomics Data Processing Using OpenMS
  6. Altmetric Badge
    Chapter 5 Analysis of NMR Metabolomics Data
  7. Altmetric Badge
    Chapter 6 Key Concepts Surrounding Studies of Stable Isotope-Resolved Metabolomics
  8. Altmetric Badge
    Chapter 7 Extracting Biological Insight from Untargeted Lipidomics Data
  9. Altmetric Badge
    Chapter 8 Overview of Tandem Mass Spectral and Metabolite Databases for Metabolite Identification in Metabolomics
  10. Altmetric Badge
    Chapter 9 METLIN: A Tandem Mass Spectral Library of Standards
  11. Altmetric Badge
    Chapter 10 Metabolomic Data Exploration and Analysis with the Human Metabolome Database
  12. Altmetric Badge
    Chapter 11 De Novo Molecular Formula Annotation and Structure Elucidation Using SIRIUS 4
  13. Altmetric Badge
    Chapter 12 Annotation of Specialized Metabolites from High-Throughput and High-Resolution Mass Spectrometry Metabolomics
  14. Altmetric Badge
    Chapter 13 Feature-Based Molecular Networking for Metabolite Annotation
  15. Altmetric Badge
    Chapter 14 A Bioinformatics Primer to Data Science, with Examples for Metabolomics
  16. Altmetric Badge
    Chapter 15 The Essential Toolbox of Data Science: Python, R, Git, and Docker
  17. Altmetric Badge
    Chapter 16 Predictive Modeling for Metabolomics Data
  18. Altmetric Badge
    Chapter 17 Using MetaboAnalyst 4.0 for Metabolomics Data Analysis, Interpretation, and Integration with Other Omics Data
  19. Altmetric Badge
    Chapter 18 Using Genome-Scale Metabolic Networks for Analysis, Visualization, and Integration of Targeted Metabolomics Data
  20. Altmetric Badge
    Chapter 19 Pathway Analysis for Targeted and Untargeted Metabolomics
  21. Altmetric Badge
    Chapter 20 Application of Metabolomics to Renal and Cardiometabolic Diseases
  22. Altmetric Badge
    Chapter 21 Using the IDEOM Workflow for LCMS-Based Metabolomics Studies of Drug Mechanisms
  23. Altmetric Badge
    Chapter 22 Analyzing Metabolomics Data for Environmental Health and Exposome Research
  24. Altmetric Badge
    Chapter 23 Network-Based Approaches for Multi-omics Integration
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

blogs
1 blog
twitter
46 X users
wikipedia
3 Wikipedia pages

Citations

dimensions_citation
23 Dimensions
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Computational Methods and Data Analysis for Metabolomics
Published by
Springer US, January 2020
DOI 10.1007/978-1-0716-0239-3
ISBNs
978-1-07-160238-6, 978-1-07-160239-3
Editors

Shuzhao Li

X Demographics

X Demographics

The data shown below were collected from the profiles of 46 X users who shared this research output. Click here to find out more about how the information was compiled.