The Resource Bioinformatics and Biomarker Discovery: : "Omic" Data Analysis for Personalized Medicine, Azuaje, Francisco, (electronic resource)

Bioinformatics and Biomarker Discovery: : "Omic" Data Analysis for Personalized Medicine, Azuaje, Francisco, (electronic resource)

Label
Bioinformatics and Biomarker Discovery: : "Omic" Data Analysis for Personalized Medicine
Title
Bioinformatics and Biomarker Discovery:
Title remainder
"Omic" Data Analysis for Personalized Medicine
Statement of responsibility
Azuaje, Francisco
Creator
Contributor
Author
Subject
Genre
Language
  • eng
  • eng
Summary
This book is designed to introduce biologists, clinicians and computational researchers to fundamental data analysis principles, techniques and tools for supporting the discovery of biomarkers and the implementation of diagnostic/prognostic systems. The focus of the book is on how fundamental statistical and data mining approaches can support biomarker discovery and evaluation, emphasising applications based on different types of "omic" data. The book also discusses design factors, requirements and techniques for disease screening, diagnostic and prognostic applications. Readers are provided with the knowledge needed to assess the requirements, computational approaches and outputs in disease biomarker research. Commentaries from guest experts are also included, containing detailed discussions of methodologies and applications based on specific types of "omic" data, as well as their integration. Covers the main range of data sources currently used for biomarker discovery Covers the main range of data sources currently used for biomarker discovery Puts emphasis on concepts, design principles and methodologies that can be extended or tailored to more specific applications Offers principles and methods for assessing the bioinformatic/biostatistic limitations, strengths and challenges in biomarker discovery studies Discusses systems biology approaches and applications Includes expert chapter commentaries to further discuss relevance of techniques, summarize biological/clinical implications and provide alternative interpretations
http://library.link/vocab/creatorName
Azuaje, Francisco
Nature of contents
standards specifications
http://library.link/vocab/relatedWorkOrContributorName
Safari, an O'Reilly Media Company
http://library.link/vocab/subjectName
  • Mathematics
  • Science
Label
Bioinformatics and Biomarker Discovery: : "Omic" Data Analysis for Personalized Medicine, Azuaje, Francisco, (electronic resource)
Link
https://www.safaribooksonline.com/library/view/-/9781119964308/?ar
Instantiates
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Dimensions
unknown
Edition
1st edition
Extent
248 p.
Form of item
online
Issuing body
Made available through: Safari, an O'Reilly Media Company.
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9781119964308
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • (Sirsi) a275862
  • (Safari)9781119964308
System details
Mode of access: World Wide Web
Label
Bioinformatics and Biomarker Discovery: : "Omic" Data Analysis for Personalized Medicine, Azuaje, Francisco, (electronic resource)
Link
https://www.safaribooksonline.com/library/view/-/9781119964308/?ar
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Dimensions
unknown
Edition
1st edition
Extent
248 p.
Form of item
online
Issuing body
Made available through: Safari, an O'Reilly Media Company.
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
9781119964308
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
  • (Sirsi) a275862
  • (Safari)9781119964308
System details
Mode of access: World Wide Web

Library Locations

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