神经重症监护室中方案化镇痛和镇静的效果

神经重症监护室方案化镇痛镇静对药物使用和成本影响的回顾性队列研究数据集,包含1197名机械通气患者数据。

Figshare
2019-02-07 更新
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表格Analgesiahypnotics and sedativescritical careintensive care unitsclinical protocolsdrug costs
Outcomes of protocolised analgesia and sedation in a neurocritical care unit

基本信息

模态
表格
大小
0.000254066 GB
许可
CC BY 4.0
创建/更新时间
2019-02-07
版本
v1

资源简介

神经重症监护室中方案化镇痛和镇静的效果

【数据集背景】

本数据集源站标题为《Outcomes of protocolised analgesia and sedation in a neurocritical care unit》。配套论文《Outcomes of protocolised analgesia and sedation in a neurocritical care unit》发表于 Brain Injury(2018),DOI:10.1080/02699052.2018.1469167。源站首次发布:2018-05-30。

【数据内容】

源站原始描述:Objectives: Providing analgesia and sedation while allowing for neurological assessment is important in the neurocritical care unit (NCCU), yet data are limited about the effects of protocolised analgesia and sedation. We developed an analgesia-based sedation protocol and evaluated its effect on medication utilisation and costs in the NCCU. Methods: We conducted a retrospective cohort study of patients who are mechanically ventilated and admitted to a 12-bed NCCU over four years. To compare outc…

【数据结构与技术规格】

文件数 4 个,合计 254.07 KB。ibij_a_1469167_sm4687.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,60.13 KB。ibij_a_1469167_sm4681.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,99.87 KB。ibij_a_1469167_sm4668.pptx:application/vnd.openxmlformats-officedocument.presentationml.presentation,80.05 KB。数据集 DOI:10.6084/m9.figshare.6389207.v1。

【主题与分类】

源站学科分类:Medicine、Biological Sciences not elsewhere classified、Science Policy。主题标签:Analgesia、hypnotics and sedatives、critical care、intensive care units、clinical protocols、drug costs。

【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://tandf.figshare.com/articles/dataset/Outcomes_of_protocolised_analgesia_and_sedation_in_a_neurocritical_care_unit/6389207

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

规范引用:Outcomes of protocolised analgesia and sedation in a neurocritical care unit. Taylor & Francis. Mahmoud, Leana; Zullo, Andrew R.; Thompson, Bradford B.; Wendell, Linda C

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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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 "ibij_a_1469167_sm4687.docx" "https://ndownloader.figshare.com/files/11762747"
curl -L -o "ibij_a_1469167_sm4681.docx" "https://ndownloader.figshare.com/files/11762750"
curl -L -o "ibij_a_1469167_sm4668.pptx" "https://ndownloader.figshare.com/files/11762753"
curl -L -o "ibij_a_1469167_sm4648.docx" "https://ndownloader.figshare.com/files/11762756"

文件清单

  • ibij_a_1469167_sm4687.docx(60.13 KB)
  • ibij_a_1469167_sm4681.docx(99.87 KB)
  • ibij_a_1469167_sm4668.pptx(80.05 KB)
  • ibij_a_1469167_sm4648.docx(14.02 KB)

文件总体积 254.07 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

Objectives: Providing analgesia and sedation while allowing for neurological assessment is important in the neurocritical care unit (NCCU), yet data are limited about the effects of protocolised analgesia and sedation. We developed an analgesia-based sedation protocol and evaluated its effect on medication utilisation and costs in the NCCU.
Methods: We conducted a retrospective cohort study of patients who are mechanically ventilated and admitted to a 12-bed NCCU over four years. To compare outcomes, we used gamma and negative binomial regression models, and interrupted time-series sensitivity analyses.
Results: The study cohort consisted of 1197 patients: 576 pre-protocol and 621 post-protocol. The protocol resulted in an increase in fentanyl use [incidence rate ratio (IRR) = 2.8, (95% confidence limits (CLs) 1.9, 4.2)] and a decrease in propofol use (IRR = 0.8, CLs 0.6, 1.0). There was a decrease in fentanyl (cost ratio = 0.8, CLs 0.5, 1.1) and propofol costs (cost ratio = 0.6, CLs 0.5, 0.8). The sensitivity analyses results were similar. There was no effect on healthcare utilisation, healthcare costs, and in-hospital mortality.
Conclusion: Protocolised analgesia and sedation increased analgesia use, decreased sedative use, and reduced medication-associated costs in the NCCU. Our results suggest that similar NCCUs should consider use of population-specific protocols to manage analgesia and sedation.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6389207.v1(source: https://tandf.figshare.com/articles/dataset/Outcomes_of_protocolised_analgesia_and_sedation_in_a_neurocritical_care_unit/6389207)。

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