Evaluation of Basic Parameters for Prediction of ICU Mortality

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dc.authoridinal, volkan/0000-0003-2649-104X
dc.authorwosidinal, volkan/A-6069-2018
dc.contributor.authorTabakoglu, Nilgun
dc.contributor.authorInal, Volkan
dc.date.accessioned2024-06-12T11:08:44Z
dc.date.available2024-06-12T11:08:44Z
dc.date.issued2021
dc.departmentTrakya Üniversitesien_US
dc.description.abstractAim: The performance of common mortality prediction models in the intensive care units (ICU) are extensively validated, predominantly in high-income countries. Simple and fast models with region specific features are needed. Study design: Retrospective case-control study Methods: We reviewed the medical records of 1057 ICU-admitted patients within three years. Patient survival was defined as discharge before 28 days. Multivariate logistic regression modeling was applied, basic parameters were selected, and a simple model was tried using four of them (age, albumin, platelet, C-reactive protein); as Quick Prediction of Mortality (Qpm) score, and then tested. The Qpm score predictions were compared to calculated APACHE II predicted mortality (APM) score predictions. Both scores were then weighted by calculated standardized mortality ratios (SMR). Results: 933 patients were included into the analyses. The patients' overall observed mortality rate was 47%. APACHE!! score prediction was 49% (p< 0.001, AUC= 0.810, r: 0.518). Qpm score prediction was 57% (p< 0.001, AUC= 0.699, r: 0.338). The SMR for Qpm was 0.82 in comparison to APM score SMR = 0.96. Conclusion: This simple prediction model has showed an acceptable performance in our ICU sample and needs to be prospectively evaluated for feasibility. In addition, further studies could be planned for external evaluations and validations in different settings.en_US
dc.identifier.doi10.37678/dcybd.2021.2590
dc.identifier.endpage52en_US
dc.identifier.issn2717-6428
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85113218423en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage47en_US
dc.identifier.trdizinid490297en_US
dc.identifier.urihttps://doi.org/10.37678/dcybd.2021.2590
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/490297
dc.identifier.urihttps://hdl.handle.net/20.500.14551/22548
dc.identifier.volume12en_US
dc.identifier.wosWOS:000679477000004en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherTurkish Soc Medical & Surgical Intensive Care Medicineen_US
dc.relation.ispartofJournal Of Critical & Intensive Careen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectMortality Predictionen_US
dc.subjectCritical Careen_US
dc.subjectScoring Systemsen_US
dc.subjectPlateleten_US
dc.subjectAlbuminen_US
dc.subjectCRPen_US
dc.subjectFailure Assessment Scoreen_US
dc.subjectAcute Physiologyen_US
dc.subjectCareen_US
dc.subjectSystemsen_US
dc.subjectApacheen_US
dc.subjectSeverityen_US
dc.subjectSepsisen_US
dc.subjectModelen_US
dc.titleEvaluation of Basic Parameters for Prediction of ICU Mortalityen_US
dc.typeArticleen_US

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