Machine Learning driven ATR-FTIR spectroscopy correlated with metabolic profiling of lipids - Changes in phospholipids-lipids balance in heart and liver caused by diabetes
Published: 2 February 2026| Version 2 | DOI: 10.17632/w8pch9m9w9.2
Contributors:
, , , , , , , , Description
FTIR ATR spectra of diabetic and control samples of homogenated heart and liver organs. These data were used in publication "Changes in phospholipids-lipids balance in heart and liver caused by diabetes. ATR-FTIR study analyzed by machine learning and correlated with metabolic profiling of lipids". These spectra are already preprocessed. The file contains the spectra used for the figures and is named as such (Fig 1a, 1b). Machine learning was performed on the data showed in the Fig "2a" and "2b".
Files
Institutions
- Uniwersytet RzeszowskiWojewództwo podkarpackie, Rzeszow
- Uniwersytet Medyczny w LublinieLubelskie, Lublin
- Polska Akademia NaukMazowieckie, Warszawa
- Stockholms UniversitetStockholm
Categories
Mass Spectrometry, Diabetes, Infrared Spectroscopy, Animal Study, Attenuated Total Reflectance-Fourier Transform Infrared Spectroscopy