As the pandemic abates, an ICU nurse struggles to understand what she's experienced.
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Statistical Analysis and Forecasts of Performance Indicators in the Romanian Healthcare System.
Healthcare (Basel)
January 2025
Faculty of Economics and Business Administration, University of Craiova, 200585 Craiova, Dolj, Romania.
Background/objectives: Globally, healthcare systems face challenges in optimizing performance, particularly in the wake of the COVID-19 pandemic. This study focuses on the analysis and forecasting of key performance indicators (KPIs) for the County Emergency Clinical Hospital in Craiova, Romania. The study evaluates indicators such as average length of stay (ALoS), bed occupancy rate (BOR), number of cases (NC), case mix index (CMI), and average cost per hospitalization (ACH), providing insight into their dynamics and future trends.
View Article and Find Full Text PDFThe impact of the COVID-19 pandemic on mental coping and emergency ability of public health emergency in COVID-19 department healthcare workers in ICU nurses of Beijing in China.
BMC Nurs
January 2025
Department of Critical Care Medicine, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Background: The COVID-19 pandemic has brought various opportunities and challenges to critical care nurses, whose emergency abilities in caring for critically ill patients are related to their safety, clinical effectiveness, and improved prognosis. Currently, there is a lack of research on the actual situation and influencing factors of ICU nurses' emergency ability during the COVID-19 pandemic. Although empirical observations from different departments can provide valuable basis for the health system to formulate preventive measures, efficient training programs and future public emergencies.
View Article and Find Full Text PDFEvaluating Meta-Learners to Analyze Treatment Heterogeneity in Survival Data: Application to Electronic Health Records of Pediatric Asthma Care in COVID-19 Pandemic.
Stat Med
February 2025
Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, Pennsylvania.
An important aspect of precision medicine focuses on characterizing diverse responses to treatment due to unique patient characteristics, also known as heterogeneous treatment effects (HTE) or individualized treatment effects (ITE), and identifying beneficial subgroups with enhanced treatment effects. Estimating HTE with right-censored data in observational studies remains challenging. In this paper, we propose a pseudo-ITE-based framework for analyzing HTE in survival data, which includes a group of meta-learners for estimating HTE, a variable importance metric for identifying predictive variables to HTE, and a data-adaptive procedure to select subgroups with enhanced treatment effects.
View Article and Find Full Text PDFPM/PM ratios in southernmost Brazilian cities and its relation with economic contexts and meteorological factors.
Environ Monit Assess
January 2025
Programa de Pós Graduação Em Ciências Ambientais, Centro de Engenharias, Universidade Federal de Pelotas, Rua Benjamin Constant, 989, Porto, Pelotas, RS, 96010020, Brazil.
The PM/PM ratio is a metric used to distinguish the primary sources of particulate matter (PM) within a given environment. Higher ratios often indicate significant contributions from anthropogenic sources, while smaller ratios suggest a substantial influence from natural origins. However, various contextual factors can influence this ratio.
View Article and Find Full Text PDFMultidimensional 1-Year Outcomes After Intensive Care Admission for Multisystem Inflammatory Syndrome in Children.
Crit Care Explor
January 2025
Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care, Erasmus MC Sophia Children's Hospital, Rotterdam, The Netherlands.
Objectives: The COVID-19 pandemic gave rise to uncertainty concerning potential sequelae related to a severe acute respiratory syndrome coronavirus 2 infection. This landscape is currently unfolding with studies reporting sequelae on various domains (physical, cognitive, and psychosocial), although most studies focus on adults or only one domain. We sought to investigate concurrent sequelae on multiple domains 1 year after PICU admission for Multisystem Inflammatory Syndrome in Children (MIS-C).
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