Sensible Functional Linear Discriminant Analysis Effectively Discriminates Enhanced Raman Spectra of Mycobacterium Species

Author:

Cheng Wei-Chih1,Chen Lu-Hung2,Jiang Ci-Ren3,Deng Yu-Ming4,Wang Da-Wei5,Lin Chi-Hung6,Jou Ruwen467,Wang Juen-Kai18ORCID,Wang Yuh-Lin19ORCID

Affiliation:

1. Institute of Atomic and Molecular Sciences, Academia Sinica, Taipei 10699, Taiwan

2. Department of Applied Mathematics, National Chung Hsing University, Taichung 402, Taiwan

3. Institute of Statistical Science, Academia Sinica, Taipei 11529, Taiwan

4. Reference Laboratory of Mycobacteriology, Centers for Disease Control, Taipei 11561, Taiwan

5. Institute of Information Science, Academia Sinica, Taipei 11529, Taiwan

6. Institute of Microbiology and Immunology, National Yang Ming University, Taipei 112, Taiwan

7. Tuberculosis Research Center, Centers for Disease Control, Taipei 10050, Taiwan

8. Center for Condensed Matter Sciences, National Taiwan University, Taipei 10617, Taiwan

9. Department of Physics, National Taiwan University, Taipei 10617, Taiwan

Funder

Ministry of Science and Technology

Academia Sinica

Publisher

American Chemical Society (ACS)

Subject

Analytical Chemistry

Reference40 articles.

1. Global Tuberculosis Report; World Health Organization: Geneva, Switzerland, 2019.

2. Tuberculosis: advances and challenges in development of new diagnostics and biomarkers

3. The complexities and challenges of preventing and treating nontuberculous mycobacterial diseases

4. Microbiological Features and Clinical Relevance of New Species of the Genus Mycobacterium

5. Kent, P. T.; Kubica, G. P. Public Health Mycobacteriology: A Guide for the Level III Laboratory; U.S. Department of Health and Human Services, Centers for Disease Control, 1985.

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