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Survivability prediction based on the serum molecular fingerprint in critically ill patients

2024-12Conference paper Open access
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authorProfile.emailbiblioteca@isel.pt
datacite.subject.fosEngenharia e Tecnologia::Engenharia Química
dc.contributor.authorCorreia, Inês
dc.contributor.authorAraújo, Rúben Alexandre Dinis
dc.contributor.authorHenrique Fonseca, Tiago Alexandre
dc.contributor.authorVon Rekowski, Cristiana
dc.contributor.authorBento, Luís
dc.contributor.authorCalado, Cecília
dc.contributor.editorDomingues, Nuno
dc.contributor.editorCardoso, L. M.
dc.contributor.editorThaweesak, Y.
dc.date.accessioned2025-04-07T09:22:12Z
dc.date.available2025-04-07T09:22:12Z
dc.date.issued2024-12
dc.description.abstractIt is relevant to discover biomarkers enabling to predict critically ill patients’ survival. This study focused on 45 patients, from which 22 deceased and 23 were discharged from an Intensive Care Unit (ICU). It was considered the serum molecular fingerprint, as acquired by Fourier Transform Infra-Red (FTIR) spectroscopy, obtained 3 days before the patients discharged or death at the ICU. It was possible to obtain ratios of bands of the sera spectra, statistically different between the two groups of patients. Furthermore, good Naïve Bayes models were developed based on the second derivative spectra enabling an Area Under the Receiver Operating Characteristic Curve (AUC-ROC) of 0.77. These promising outputs suggest further investigation with a larger cohort.eng
dc.identifier.citationCorreia, I. et al. Survivability prediction based on the serum molecular fingerprint in critically ill patients. In 50th LISBON International Conference on “Marketing, Education, Humanities and Social Sciences” (LMEHSS-24), Lisbon, Portugal, 2024, pp. 41-44, doi: https://uruae.org/proceedingspdf.php?id=56 https://doi.org/10.17758/URUAE24
dc.identifier.doi10.17758/URUAE24
dc.identifier.isbn978-989-9121-44-7
dc.identifier.urihttp://hdl.handle.net/10400.21/21763
dc.language.isoeng
dc.peerreviewedyes
dc.publisherURUAE
dc.relation.hasversionhttps://uruae.org/proceedingspdf.php?id=56%20https://doi.org/10.17758/URUAE24
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectIntensive care unit
dc.subjectSurvival
dc.subjectBiomarkers
dc.titleSurvivability prediction based on the serum molecular fingerprint in critically ill patientseng
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.conferenceDate2024-12-16
oaire.citation.conferencePlaceLisbon, Portugal
oaire.citation.endPage44
oaire.citation.startPage41
oaire.citation.title50th LISBON International Conference on “Marketing, Education, Humanities and Social Sciences” (LMEHSS-24)
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameAraújo
person.familyNameHenrique Fonseca
person.familyNameVon Rekowski
person.familyNameCalado
person.givenNameRúben Alexandre Dinis
person.givenNameTiago Alexandre
person.givenNameCristiana
person.givenNameCecília
person.identifier1960990
person.identifier130332
person.identifier.ciencia-id9A18-BFDC-ED95
person.identifier.ciencia-id8F1D-1D48-8551
person.identifier.ciencia-id9418-E320-3177
person.identifier.orcid0000-0002-9369-6486
person.identifier.orcid0000-0003-0741-2211
person.identifier.orcid0009-0009-6843-1935
person.identifier.orcid0000-0002-5264-9755
person.identifier.ridE-2102-2014
person.identifier.scopus-author-id6603163260
relation.isAuthorOfPublication9998e940-5e65-4661-8308-afcb56d5df01
relation.isAuthorOfPublicationd4a391dd-4551-44df-a326-c17e796b0945
relation.isAuthorOfPublicationaa62d0cd-948b-45a0-9717-459b247dae86
relation.isAuthorOfPublicatione8577257-c64c-4481-9b2b-940fedb360cc
relation.isAuthorOfPublication.latestForDiscovery9998e940-5e65-4661-8308-afcb56d5df01

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