Data · dataset · 2026
Machine Learning driven ATR-FTIR spectroscopy correlated with metabolic profiling of lipids - Changes in phospholipids-lipids balance in heart and liver caused by diabetes
Listed in Teesside University Research Data Repository
FTIR ATR spectra of diabetic and control samples of homogenated heart and liver organs.
Description
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".
Links
Where it is published
- DOI doi.org/10.17632/w8pch9m9w9.2 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Chemistry · Earth & Environmental Science · Mass spectrometry
- Inferred from text
- Heart 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/w8pch9m9w9.2 | 7 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:chemistry | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:mass-spectrometry | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Mass Spectrometry'] |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |