Published July 17, 2019
| Version v1
Dataset
Open
Dataset and Data treatment for Data mining Raman Microspectroscopic Responses of Cells to Drugs in Vitro using Multivariate Curve Resolution-Alternating Least Squares
Authors/Creators
- 1. Dublin Institute of Technology
- 2. Leitat Technologies
- 3. CSIC
Description
Matlab scripts for the simulation and treatment of Raman datasets obtained from time dependent experiments Using MCR-ALS.
- SIMULATED DATA: Simulated data is obtained by adding spectra of artificially generated responses (weighted considering artificially generated time profiles) to an experimental cell spectrum (Initial component) Three Different Scenarios are generated.
Spectral and time profiles are obtained from here:
- EXPERIMENTAL DATA: DOX dataset obtained from here
https://doi.org/10.1002/jbio.201800328
- DATA ANALYSIS INSTRUCTIONS
Run datatreatment.m
Files
Data Manuscript MCRALS Scenarios.zip
Files
(2.6 MB)
| Name | Size | Download all |
|---|---|---|
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md5:22b3a97252d33c80c1b24f142471b649
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2.6 MB | Preview Download |
Additional details
Related works
- Cites
- Journal article: 10.1002/jbio.201800328 (DOI)
- Is cited by
- Journal article: 10.1016/j.talanta.2019.120386 (DOI)