Advanced Comparative Spectral Analysis of Various Biomaterials Using Mathematical Processing Methods
Experiments on the use of mathematical processing methods for an advanced comparative analysis of the composition of biomaterials and brefomatrices were performed. Linear discriminant analysis (LDA) and ROC analysis were used as the main mathematical methods for processing the Raman spectra (RS) of the studied biomaterials. It was found that demineralized biomaterials from juvenile dentin are less antigenic compared to brefomatrices.
Authors
- L. T. Volova (ORCID: https://orcid.org/0000-0002-8510-3118)
- O. О. Frolov (ORCID: https://orcid.org/0000-0002-3225-8511)
- M. Yu. Vlasov (ORCID: https://orcid.org/0000-0003-4995-5839)
- П. Е. Тимченко (ORCID: https://orcid.org/0000-0003-3089-7966)
- I. V. Bazhutova (ORCID: https://orcid.org/0000-0003-3200-5538)
- Е. В. Тимченко (ORCID: https://orcid.org/0000-0002-0539-7989)
Institutions
- Samara National Research University (RU)
- Samara State Medical University (RU)
Publication Details
- Journal
- Optoelectronics Instrumentation and Data Processing
- Published
- 2024-10-01
- DOI
- https://doi.org/10.3103/s8756699024700675
- Primary Topic
- Spectroscopy Techniques in Biomedical and Chemical Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00