Survival analysis of COVID-19 versus non-COVID-19 patients requiring intensive care for acute respiratory distress syndrome: An observational retrospective study.
Background/Aim: This study analyzed clinical factors impacting the survival of COVID-19 patients with acute respiratory distress síndrome, or ARDS (CARDS) to ICU compared to non-COVID-19 ARDS patients. Methods: Clinical variables from 1,008 CARDS cases and 332 ARDS cases were computed using learning...
| Publicado en: | Canadian Journal of Respiratory Therapy Vol. 60; pp. 112 - 122 |
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| Autores principales: | , , |
| Formato: | research tables/charts Journal Article |
| Publicado: |
Canadian Society of Respiratory Therapists
2024
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=182637324&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 182637324 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 12059838 IO7 jtl: Canadian Journal of Respiratory Therapy issn: 12059838 maglogo: N pubinfo: dt: 2024 vid: 60 pid: 13751 pub: Canadian Society of Respiratory Therapists place: Ottawa, Ontario artinfo: ui: 182637324 182637324 182637324 10.29390/001c.122402 182637324 ppf: 112 ppct: 10 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Survival analysis of COVID-19 versus non-COVID-19 patients requiring intensive care for acute respiratory distress syndrome: An observational retrospective study. aug: au: Navas Boada, Paulo Chamorro, Kevin Ballaz, Santiago affil: School of Biological Sciences and Engineering Universidad Yachay Tech sug: subj: COVID-19 Prognosis Intensive Care Units Respiratory Distress Syndrome, Acute Therapy Human Nonexperimental Studies Retrospective Design Algorithms Cox Proportional Hazards Model Risk Assessment Hospital Mortality Survival Analysis Random Forest Respiration, Artificial Superinfection Oxygenation Shock, Septic Multivariate Analysis T-Tests Kaplan-Meier Estimator Male Female Chi Square Test Middle Age Aged Adult Middle Aged: 45-64 years Aged: 65+ years Adult: 19-44 years Male Female ab: Background/Aim: This study analyzed clinical factors impacting the survival of COVID-19 patients with acute respiratory distress síndrome, or ARDS (CARDS) to ICU compared to non-COVID-19 ARDS patients. Methods: Clinical variables from 1,008 CARDS cases and 332 ARDS cases were computed using learning algorithms. The multivariable Cox proportional hazards regression models with the enter method evaluated risk factors and ICU mortality relationships. The survival analysis was completed with Kaplan-Meier and the log-rank tests. Results: A Random Forest model revealed that mechanical ventilation-related factors, oxygenation, blood pH, superinfection, shock, and ICU length of stay have the greatest effects on ICU survival. According to a multivariate Cox model, reintubation and a high-flow nasal cannula were essential for survival in CARDS patients during the ICU stay. The length of stay in the ICU diminishes in patients older than 45 years, regardless of the source of ARDS. Conclusion: This study gives recommendations for the respiratory care of ARDS in COVID-19 patients. pubtype: Academic Journal doctype: research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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