Impact of Diabetes on balance of proteins, lipids, and polysaccharides in serum – Raman spectroscopy study supported with machine learning
Published: 16 March 2025| Version 2 | DOI: 10.17632/t3w576ykdf.2
Contributors:
, , , , , , Description
Raman spectra of diabetic and control rat serum samples. These data were used in publication "Impact of Diabetes on balance of proteins, lipids, and polysaccharides in serum – Raman spectroscopy study supported with machine learning". Analysis of Raman spectra was performed by Pearson correlation and machine learning analyses. These spectra are already preprocessed. The files contain the spectra used for the figures and is named as such (Fig 1a, 1b). Machine learning was performed on the data and showed in the Fig 4, 5 whereas Pearson correlation of Raman spectra was showed in the Table 1.
Files
Institutions
Politechnika Lodzka, Uniwersytet Rzeszowski, Uniwersytet Medyczny w Lublinie, Polska Akademia Nauk
Categories
Diabetes, Raman Spectroscopy, Analytical Biochemistry
Funding
National Science Center
UMO-2020/39/D/ST4/01604
Ministry of Science and Higher Education
DS 642