Guo, Dongmin
Breath Analysis for Medical Applications
Part I. Background
1. Introduction
David Zhang, Dongmin Guo, Ke Yan
2. Literature Review
David Zhang, Dongmin Guo, Ke Yan
Part II. Breath Acquisition Systems
3. A Novel Breath Acquisition System Design
David Zhang, Dongmin Guo, Ke Yan
4. An LDA-Based Sensor Selection Approach
David Zhang, Dongmin Guo, Ke Yan
5. Sensor Evaluation in a Breath Acquisition System
David Zhang, Dongmin Guo, Ke Yan
Part III. Breath Signal Pre-processing
6. Improving the Transfer Ability of Prediction Models
David Zhang, Dongmin Guo, Ke Yan
7. Learning Classification and Regression Models Based on Transfer Samples
David Zhang, Dongmin Guo, Ke Yan
8. A Transfer Learning Approach for Correcting Instrumental Variation and Time-Varying Drift
David Zhang, Dongmin Guo, Ke Yan
9. Drift Correction Using Maximum Independence Domain Adaptation
David Zhang, Dongmin Guo, Ke Yan
Part IV. Feature Extraction and Classification
10. Feature Selection and Analysis on Correlated Breath Data
David Zhang, Dongmin Guo, Ke Yan
11. Breath Sample Identification by Sparse Representation-Based Classification
David Zhang, Dongmin Guo, Ke Yan
12. Monitor Blood Glucose Levels via Sparse Representation Approach
David Zhang, Dongmin Guo, Ke Yan
Part V. Medical Applications
13. Breath Signal Analysis for Diabetics
David Zhang, Dongmin Guo, Ke Yan
14. A Breath Analysis System for Diabetes Screening and Blood Glucose Level Prediction
David Zhang, Dongmin Guo, Ke Yan
15. A Novel Medical E-Nose Signal Analysis System
David Zhang, Dongmin Guo, Ke Yan
16. Book Review and Future Work
David Zhang, Dongmin Guo, Ke Yan
Nyckelord: Computer Science, Health Informatics, Pattern Recognition, Signal, Image and Speech Processing
- Författare
- Guo, Dongmin
- Yan, Ke
- Zhang, David
- Utgivare
- Springer
- Utgivningsår
- 2017
- Språk
- en
- Utgåva
- 1
- Sidantal
- 13 sidor
- Kategori
- Datateknik, Datakommunikation
- Format
- E-bok
- eISBN (PDF)
- 9789811043222
- Tryckt ISBN
- 978-981-10-4321-5