Terahertz time-domain spectroscopy combined with support vector machines and partial least squares-discriminant analysis applied for the diagnosis of cervical carcinoma

Author:

Qi Na12345,Zhang Zhuoyong5234,Xiang Yuhong5234,Yang Yuping6784,Liang Xueai9104,Harrington Peter de B.1112131415

Affiliation:

1. College of Life Science

2. Capital Normal University

3. Beijing 100048

4. China

5. Department of Chemistry

6. School of Science

7. Minzu University of China

8. Beijing 100081

9. Haidian District Obstetrics and Gynecology Hospital

10. Beijing 106863

11. Center for Intelligent Chemical Instrumentation

12. Clippinger Laboratories

13. Department of Chemistry and Biochemistry

14. OHIO University

15. Athens

Abstract

Combined with terahertz spectroscopy, partial least squares-discriminant analysis and support vector machines could be novel and effective diagnosis methods for cervical cancer.

Publisher

Royal Society of Chemistry (RSC)

Subject

General Engineering,General Chemical Engineering,Analytical Chemistry

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