非ICU脓毒症集束治疗依从性改进计划数据集

该数据集包含一项多中心前瞻性前后对照研究的数据,评估质量改进计划对非ICU脓毒症患者集束治疗依从性和住院死亡率的影响。

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Data_Sheet_1_Effect of a quality improvement program on compliance to the sepsis bundle in non-ICU patients: a multicenter prospective before and after cohort study.docx

基本信息

模态
表格
大小
0.000400938 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

非ICU脓毒症集束治疗依从性改进计划数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 400.94 KB,主题涵盖 quality improvement program、Sepsis、medical ward、emergency department、mortality,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Data_Sheet_1_Effect of a quality improvement program on compliance to the sepsis bundle in non-ICU patients: a multicenter prospective before and after cohort study.docx》。配套论文《Effect of Performance Improvement Programs on Compliance with Sepsis Bundles and Mortality: A Systematic Review and Meta-Analysis of Observational Studies》发表于 PLOS ONE(2015),DOI:10.1371/journal.pone.0125827。源站首次发布:2023-11-13。

【数据内容】

源站原始描述:ObjectiveSepsis and septic shock are major challenges and economic burdens to healthcare, impacting millions of people globally and representing significant causes of mortality. Recently, a large number of quality improvement programs focused on sepsis resuscitation bundles have been instituted worldwide. These educational initiatives have been shown to be associated with improvements in clinical outcomes. We aimed to evaluate the impact of a multi-faceted quality implementing program (QIP) on t…

【数据结构与技术规格】

文件数 1 个,合计 400.94 KB。Data_Sheet_1_Effect of a quality improvement program on compliance to the sepsis bundle in non-ICU patients: a multicenter prospective before and afte.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,400.94 KB。数据集 DOI:10.3389/fmed.2023.1215341.s001。

【主题与分类】

源站学科分类:Radiology and Organ Imaging、Foetal Development and Medicine、Obstetrics and Gynaecology、Primary Health Care、Medical and Health Sciences not elsewhere classified、Dermatology。主题标签:quality improvement program、Sepsis、medical ward、emergency department、mortality。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Effect_of_a_quality_improvement_program_on_compliance_to_the_sepsis_bundle_in_non-ICU_patients_a_multicenter_prospective_before_and_after_cohort_study_docx/24552376

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Monti, Gianpaola; Rezoagli, Emanuele; Calini, Angelo; Nova, Alice; Marchesi, Silvia; Nattino, Giovanni; et al. (2023). Data_Sheet_1_Effect of a quality improvement program on compliance to the sepsis bundle in non-ICU patients: a multicenter prospective before and after cohort study.docx. Frontiers.…

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Data_Sheet_1_Effect of a quality improvement program on compliance to the sepsis bundle in non-ICU patients: a multicenter prospective before and afte.docx" "https://ndownloader.figshare.com/files/43127086"

文件清单

  • Data_Sheet_1_Effect of a quality improvement program on compliance to the sepsis bundle in non-ICU patients: a multicenter prospective before and afte.docx(400.94 KB)

文件总体积 400.94 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

ObjectiveSepsis and septic shock are major challenges and economic burdens to healthcare, impacting millions of people globally and representing significant causes of mortality. Recently, a large number of quality improvement programs focused on sepsis resuscitation bundles have been instituted worldwide. These educational initiatives have been shown to be associated with improvements in clinical outcomes. We aimed to evaluate the impact of a multi-faceted quality implementing program (QIP) on the compliance of a “simplified 1-h bundle” (Sepsis 6) and hospital mortality of severe sepsis and septic shock patients out of the intensive care unit (ICU).
MethodsEmergency departments (EDs) and medical wards (MWs) of 12 academic and non-academic hospitals in the Lombardy region (Northern Italy) were involved in a multi-faceted QIP, which included educational and organizational interventions. Patients with a clinical diagnosis of severe sepsis or septic shock according to the Sepsis-2 criteria were enrolled in two different periods: from May 2011 to November 2011 (before-QIP cohort) and from August 2012 to June 2013 (after-QIP cohort).
Measurements and main resultsThe effect of QIP on bundle compliance and hospital mortality was evaluated in a before–after analysis. We enrolled 467 patients in the before-QIP group and 656 in the after-QIP group. At the time of enrollment, septic shock was diagnosed in 50% of patients, similarly between the two periods. In the after-QIP group, we observed increased compliance to the “simplified rapid (1 h) intervention bundle” (the Sepsis 6 bundle – S6) at three time-points evaluated (1 h, 13.7 to 18.7%, p = 0.018, 3 h, 37.1 to 48.0%, p = 0.013, overall study period, 46.2 to 57.9%, p A multi-faceted QIP aimed at promoting an early simplified bundle of care for the management of septic patients out of the ICU was associated with improved compliance with sepsis bundles and lower in-hospital mortality.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2023.1215341.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Effect_of_a_quality_improvement_program_on_compliance_to_the_sepsis_bundle_in_non-ICU_patients_a_multicenter_prospective_before_and_after_cohort_study_docx/24552376)。

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