image of Bioinformatics and Biomarker Discovery: ""Omic"" Data Analysis for Personalized Medicine

Bioinformatics and Biomarker Discovery: ""Omic"" Data Analysis for Personalized Medicine

Publication Year:
2010
Edition:
1st
Author:
Azuaje, Francisco
Publisher:
Wiley
ISBN:
978-0-47-074460-4
Print/PDF
Add to Ovid Subscription
Access the Book in Ovid
  • Description
  • Details
  • Also Recommended
Description
Introduces 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. It 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
  • 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
Details
Platform:
OvidSP
Publisher:
Wiley
Product Type:
Book
Author:
Azuaje, Francisco
ISBN:
978-0-47-074460-4
Specialty:
  • General Medicine
Language:
English
Edition:
1st
Pages:
248
Publication Year:
2010

Request Information

Back To Top