Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study

Saved in:
Bibliographic Details
Main Authors: Tháfanys S. Travezani, Márcia H. C. Nascimento, Tagana R. da Cunha, Roger L. dos Santos, Francis L. Martin, Valerio G. Barauna
Format: Article
Language:English
Published: American Chemical Society 2025-01-01
Series:ACS Omega
Online Access:https://doi.org/10.1021/acsomega.4c08831
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832541145029148672
author Tháfanys S. Travezani
Márcia H. C. Nascimento
Tagana R. da Cunha
Roger L. dos Santos
Francis L. Martin
Valerio G. Barauna
author_facet Tháfanys S. Travezani
Márcia H. C. Nascimento
Tagana R. da Cunha
Roger L. dos Santos
Francis L. Martin
Valerio G. Barauna
author_sort Tháfanys S. Travezani
collection DOAJ
format Article
id doaj-art-4502762d2aef444b8e0af9998caf06a3
institution Kabale University
issn 2470-1343
language English
publishDate 2025-01-01
publisher American Chemical Society
record_format Article
series ACS Omega
spelling doaj-art-4502762d2aef444b8e0af9998caf06a32025-02-04T09:17:51ZengAmerican Chemical SocietyACS Omega2470-13432025-01-011043701370810.1021/acsomega.4c08831Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model StudyTháfanys S. Travezani0Márcia H. C. Nascimento1Tagana R. da Cunha2Roger L. dos Santos3Francis L. Martin4Valerio G. Barauna5Department of Physiological Sciences, Federal University of Espirito Santo, Vitória, Espírito Santo, BrazilDepartment of Chemistry, Federal University of Espirito Santo, Vitória, Espírito Santo, BrazilDepartment of Physiological Sciences, Federal University of Espirito Santo, Vitória, Espírito Santo, BrazilDepartment of Physiological Sciences, Federal University of Espirito Santo, Vitória, Espírito Santo, BrazilFrancis L. Martin: Clinical Research Centre, Blackpool Teaching Hospitals NHS Foundation Trust, Blackpool Victoria Hospital, Blackpool, U.K.Department of Physiological Sciences, Federal University of Espirito Santo, Vitória, Espírito Santo, Brazilhttps://doi.org/10.1021/acsomega.4c08831
spellingShingle Tháfanys S. Travezani
Márcia H. C. Nascimento
Tagana R. da Cunha
Roger L. dos Santos
Francis L. Martin
Valerio G. Barauna
Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study
ACS Omega
title Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study
title_full Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study
title_fullStr Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study
title_full_unstemmed Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study
title_short Infrared Spectroscopy Coupled with Machine Learning Algorithms to Investigate Vascular Dysfunction in Ovariectomy: An Animal Model Study
title_sort infrared spectroscopy coupled with machine learning algorithms to investigate vascular dysfunction in ovariectomy an animal model study
url https://doi.org/10.1021/acsomega.4c08831
work_keys_str_mv AT thafanysstravezani infraredspectroscopycoupledwithmachinelearningalgorithmstoinvestigatevasculardysfunctioninovariectomyananimalmodelstudy
AT marciahcnascimento infraredspectroscopycoupledwithmachinelearningalgorithmstoinvestigatevasculardysfunctioninovariectomyananimalmodelstudy
AT taganardacunha infraredspectroscopycoupledwithmachinelearningalgorithmstoinvestigatevasculardysfunctioninovariectomyananimalmodelstudy
AT rogerldossantos infraredspectroscopycoupledwithmachinelearningalgorithmstoinvestigatevasculardysfunctioninovariectomyananimalmodelstudy
AT francislmartin infraredspectroscopycoupledwithmachinelearningalgorithmstoinvestigatevasculardysfunctioninovariectomyananimalmodelstudy
AT valeriogbarauna infraredspectroscopycoupledwithmachinelearningalgorithmstoinvestigatevasculardysfunctioninovariectomyananimalmodelstudy