Multivariate Biomarker Discovery
Language: English
Published by Cambridge University Press, GB, 2024
- Hardcover
- New
Seller: Rarewaves.com USA, London, London, United KingdomRarewaves.com USA
AbeBooks seller since June 11, 2025
Condition: New
£ 89.94
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Add to basketItem description from seller
Multivariate biomarker discovery is increasingly important in the realm of biomedical research, and is poised to become a crucial facet of personalized medicine. This will prompt the demand for a myriad of novel biomarkers representing distinct 'omic' biosignatures, allowing selection and tailoring treatments to the various individual characteristics of a particular patient. This concise and self-contained book covers all aspects of predictive modeling for biomarker discovery based on high-dimensional data, as well as modern data science methods for identification of parsimonious and robust multivariate biomarkers for medical diagnosis, prognosis, and personalized medicine. It provides a detailed description of state-of-the-art methods for parallel multivariate feature selection and supervised learning algorithms for regression and classification, as well as methods for proper validation of multivariate biomarkers and predictive models implementing them. This is an invaluable resource for scientists and students interested in bioinformatics, data science, and related areas.…
Seller Inventory # LU-9781316518700
- Title
- Multivariate Biomarker Discovery
- Author
- Darius M. Dziuda
- Publisher
- Cambridge University Press, GB
- Publication year
- 2024
- Condition
- New
- Binding
- Hardback
- Language
- English
- ISBN 10
- 1316518701
- ISBN 13
- 9781316518700
- Item weight
- 701 grams
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About the Author
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Rarewaves.com USA
London, London, United Kingdom
AbeBooks seller since June 11, 2025
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