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Dataset in support of the paper 'Towards quantifying biomarkers for respiratory distress in preterm infants: Machine learning on mid infrared spectroscopy of lipid mixtures'

Dataset in support of the paper 'Towards quantifying biomarkers for respiratory distress in preterm infants: Machine learning on mid infrared spectroscopy of lipid mixtures'
Dataset in support of the paper 'Towards quantifying biomarkers for respiratory distress in preterm infants: Machine learning on mid infrared spectroscopy of lipid mixtures'
Dataset supporting the publication: W. Ahmed, A. V. Veluthandath, J. Madsen, H. W. Clark, A Dushianthan, A. D. Postle, J. S. Wilkinson, G. S. Murugan, "Towards quantifying biomarkers for respiratory distress in preterm infants: Machine learning on mid infrared spectroscopy of lipid mixtures", Talanta, Volume 275, 2024, 126062, ISSN 0039-9140 DOI: https://doi.org/10.1016/j.talanta.2024.126062 The data contains the csv files with data used to generate the figures in the main manuscript. Each file has a header corresponding to the data in each of the comma separated columns. Related projects: Engineering and Physical Sciences Research Council (EPSRC) grant no: EP/S03109X/1 Dataset available under a CC BY 4.0 licence
University of Southampton
Ahmed, Waseem
4326b5dd-ca37-4ea0-bd27-294f2ef011e6
Vincent Veluthandath, Aneesh
6a183413-e10f-4374-bc64-a33bf7fd9cfa
Madsen, Jens
3a6a1da5-83bd-4fdb-9786-bfd46aed8b1d
Clark, Howard W.
d237bb0a-ab8f-4b97-8ad2-bbfe73314260
Dushianthan, Ahilanandan
013692a2-cf26-4278-80bd-9d8fcdb17751
Postle, Anthony D.
c84154fa-e569-412c-a470-19aaadb847c6
Wilkinson, James
73483cf3-d9f2-4688-9b09-1c84257884ca
Ganapathy, Senthil
a867686e-0535-46cc-ad85-c2342086b25b
Ahmed, Waseem
4326b5dd-ca37-4ea0-bd27-294f2ef011e6
Vincent Veluthandath, Aneesh
6a183413-e10f-4374-bc64-a33bf7fd9cfa
Madsen, Jens
3a6a1da5-83bd-4fdb-9786-bfd46aed8b1d
Clark, Howard W.
d237bb0a-ab8f-4b97-8ad2-bbfe73314260
Dushianthan, Ahilanandan
013692a2-cf26-4278-80bd-9d8fcdb17751
Postle, Anthony D.
c84154fa-e569-412c-a470-19aaadb847c6
Wilkinson, James
73483cf3-d9f2-4688-9b09-1c84257884ca
Ganapathy, Senthil
a867686e-0535-46cc-ad85-c2342086b25b

Ahmed, Waseem and Dushianthan, Ahilanandan (2023) Dataset in support of the paper 'Towards quantifying biomarkers for respiratory distress in preterm infants: Machine learning on mid infrared spectroscopy of lipid mixtures'. University of Southampton doi:10.5258/SOTON/D2532 [Dataset]

Record type: Dataset

Abstract

Dataset supporting the publication: W. Ahmed, A. V. Veluthandath, J. Madsen, H. W. Clark, A Dushianthan, A. D. Postle, J. S. Wilkinson, G. S. Murugan, "Towards quantifying biomarkers for respiratory distress in preterm infants: Machine learning on mid infrared spectroscopy of lipid mixtures", Talanta, Volume 275, 2024, 126062, ISSN 0039-9140 DOI: https://doi.org/10.1016/j.talanta.2024.126062 The data contains the csv files with data used to generate the figures in the main manuscript. Each file has a header corresponding to the data in each of the comma separated columns. Related projects: Engineering and Physical Sciences Research Council (EPSRC) grant no: EP/S03109X/1 Dataset available under a CC BY 4.0 licence

Archive
Fig2_Lipids_Spectra.zip - Dataset
Available under License Creative Commons Attribution.
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Fig3_Avg_CV_R2_and_MSE.zip - Dataset
Available under License Creative Commons Attribution.
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Fig4_Outputs_with_PI.zip - Dataset
Available under License Creative Commons Attribution.
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Archive
Fig5_LS_Ratio.zip - Dataset
Available under License Creative Commons Attribution.
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Fig6_nRDS_Diagnostic_Region_effect.zip - Dataset
Available under License Creative Commons Attribution.
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Text
D2532-README.txt - Dataset
Available under License Creative Commons Attribution.
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More information

Published date: 3 June 2023
Related URLs:
Learn more about Zepler Institute for Photonics and Nanoelectronics research Learn more about Zepler Institute for Photonics and Nanoelectronics research Learn more about Institute for Life Sciences research

Identifiers

Local EPrints ID: 490671
URI: http://eprints.soton.ac.uk/id/eprint/490671
DOI: doi:10.5258/SOTON/D2532
PURE UUID: 1a2f4bf5-67b2-4cca-9bc9-8986d381948b
ORCID for Aneesh Vincent Veluthandath: ORCID iD orcid.org/0000-0003-4306-6723
ORCID for Ahilanandan Dushianthan: ORCID iD orcid.org/0000-0002-0165-3359
ORCID for James Wilkinson: ORCID iD orcid.org/0000-0003-4712-1697
ORCID for Senthil Ganapathy: ORCID iD orcid.org/0000-0002-2733-3273

Catalogue record

Date deposited: 03 Jun 2024 16:38
Last modified: 04 Jun 2024 01:58

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Contributors

Creator: Waseem Ahmed
Contributor: Aneesh Vincent Veluthandath ORCID iD
Contributor: Jens Madsen
Contributor: Howard W. Clark
Creator: Ahilanandan Dushianthan ORCID iD
Contributor: Anthony D. Postle
Research team head: James Wilkinson ORCID iD
Research team head: Senthil Ganapathy ORCID iD

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