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Breath Analysis for Medical Applications by David Zhang (English) Paperback Book
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- Buy It NowBreath Analysis for Medical Applications by David Zhang (English) Paperback Book
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Located in: Fairfield, Ohio, United States
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eBay item number:364699191958
Item specifics
- Condition
- ISBN-13
- 9789811351068
- Book Title
- Breath Analysis for Medical Applications
- ISBN
- 9789811351068
- Subject Area
- Computers, Technology & Engineering, Science, Medical
- Publication Name
- Breath Analysis for Medical Applications
- Item Length
- 9.3 in
- Publisher
- Springer
- Subject
- Signals & Signal Processing, Life Sciences / Biochemistry, Physiology, Computer Vision & Pattern Recognition
- Publication Year
- 2018
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Width
- 6.1 in
- Item Weight
- 17.6 Oz
- Number of Pages
- Xiii, 309 Pages
About this product
Product Information
This book describes breath signal processing technologies and their applications in medical sample classification and diagnosis. First, it provides a comprehensive introduction to breath signal acquisition methods, based on different kinds of chemical sensors, together with the optimized selection and fusion acquisition scheme. It then presents preprocessing techniques, such as drift removing and feature extraction methods, and uses case studies to explore the classification methods. Lastly it discusses promising research directions and potential medical applications of computerized breath diagnosis. It is a valuable interdisciplinary resource for researchers, professionals and postgraduate students working in various fields, including breath diagnosis, signal processing, pattern recognition, and biometrics.
Product Identifiers
Publisher
Springer
ISBN-10
9811351066
ISBN-13
9789811351068
eBay Product ID (ePID)
6038669754
Product Key Features
Publication Name
Breath Analysis for Medical Applications
Format
Trade Paperback
Language
English
Subject
Signals & Signal Processing, Life Sciences / Biochemistry, Physiology, Computer Vision & Pattern Recognition
Publication Year
2018
Type
Textbook
Subject Area
Computers, Technology & Engineering, Science, Medical
Number of Pages
Xiii, 309 Pages
Dimensions
Item Length
9.3 in
Item Width
6.1 in
Item Weight
17.6 Oz
Additional Product Features
Number of Volumes
1 Vol.
Lc Classification Number
R858-859.7
Table of Content
1. Introduction.- 2. Literature Review.- 3. A Novel Breath Acquisition System Design.- 4. An LDA Based Sensor Selection Approach.- 5. Sensor Evaluation in a Breath Acquisition System.- 6. Improving the Transfer Ability of Prediction Models.- 7. Learning Classification and Regression Models for Breath Data with Drift based on Transfer Samples.- 8. A Transfer Learning Approach with Autoencoder for Correcting Instrumental Variation and Time-Varying Drift.- 9. Drift Correction using Maximum Independence Domain Adaptation.- 10. Feature Selection and Analysis on Correlated Breath Data.- 11. Breath Sample Identification by Sparse Representation-based Classification.- 12. Monitor Blood Glucose Levels via Sparse Representation Approach.- 13. Diabetics by Means of Breath Signal Analysis.- 14. A Breath Analysis System for Diabetes Screening and Blood Glucose Level Prediction. 15. A Novel Medical E-Nose Signal Analysis System.- 16. Book Review and Future Work.
Copyright Date
2017
Dewey Decimal
616.075
Dewey Edition
23
Illustrated
Yes
Item description from the seller
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eBay item number:364699191958
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