数据表1:多层面干预与智能提醒系统对手术部位感染的影响

包含中国某三级医院多层面干预(智能提醒系统等)对手术部位感染率影响的表格数据。

NIAID Data Ecosystem
浏览 13
表格smart reminder systemintraoperative antibiotic re-dosingsurgical site infectionshealthcare-associated infectionsprophylactic antibiotic administration
Data Sheet 1_Impact of a multifaceted intervention including a smart reminder system for intraoperative antibiotic re-dosing on surgical site infections in a Chinese tertiary care hospital

基本信息

模态
表格
大小
0.000374784 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

数据表1:多层面干预与智能提醒系统对手术部位感染的影响

【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 374.78 KB,主题涵盖 smart reminder system、intraoperative antibiotic re-dosing、surgical site infections、healthcare-associated infections、prophylactic antibiotic administration,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_Impact of a multifaceted intervention including a smart reminder system for intraoperative antibiotic re-dosing on surgical site infections in a Chinese tertiary care hospital.doc》。配套论文《Intraoperative redosing of antibiotics for prevention of surgical site infections: A systematic review and meta‐analysis》发表于 Annals of Gastroenterological Surgery(2024),DOI:10.1002/ags3.12866。源站首次发布:2025-10-10。

【数据内容】

源站原始描述:BackgroundSurgical site infections (SSIs) are among the most common healthcare-associated infections worldwide. This study evaluated the effectiveness of a multifaceted intervention, which included a smart reminder system for prophylactic intraoperative antibiotic re-dosing in the Anesthesia Information Management Systems, modifications to the preoperative application form, and enhanced review of medical orders, on improving prophylactic intraoperative antibiotic re-dosing and reducing SSIs. Met…

【数据结构与技术规格】

文件数 1 个,合计 374.78 KB。Data Sheet 1_Impact of a multifaceted intervention including a smart reminder system for intraoperative antibiotic re-dosing on surgical site infectio.doc:application/msword,374.78 KB。数据集 DOI:10.3389/fpubh.2025.1674811.s001。

【主题与分类】

源站学科分类:Public Health and Health Services not elsewhere classified。主题标签:smart reminder system、intraoperative antibiotic re-dosing、surgical site infections、healthcare-associated infections、prophylactic antibiotic administration。

【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_Impact_of_a_multifaceted_intervention_including_a_smart_reminder_system_for_intraoperative_antibiotic_re-dosing_on_surgical_site_infections_in_a_Chinese_tertiary_care_hospital_doc/30327013

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

规范引用:Fan, Cuiqiong; Lin, Guanwen; Zhao, Huiwen; Zhao, Zhenyao; Liu, Baohong; Wang, Tian; et al. (2025). Data Sheet 1_Impact of a multifaceted intervention including a smart reminder system for intraoperative antibiotic re-dosing on surgical site infections in a Chinese tertiary care hospital.doc. Frontie…

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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_Impact of a multifaceted intervention including a smart reminder system for intraoperative antibiotic re-dosing on surgical site infectio.doc" "https://ndownloader.figshare.com/files/58616224"

文件清单

  • Data Sheet 1_Impact of a multifaceted intervention including a smart reminder system for intraoperative antibiotic re-dosing on surgical site infectio.doc(374.78 KB)

文件总体积 374.78 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

BackgroundSurgical site infections (SSIs) are among the most common healthcare-associated infections worldwide. This study evaluated the effectiveness of a multifaceted intervention, which included a smart reminder system for prophylactic intraoperative antibiotic re-dosing in the Anesthesia Information Management Systems, modifications to the preoperative application form, and enhanced review of medical orders, on improving prophylactic intraoperative antibiotic re-dosing and reducing SSIs.
MethodsA retrospective study on the epidemiology of healthcare-associated SSIs was conducted to compare outcomes before and after the implementation of the bundled intervention, with a focus on compliance with intraoperative antibiotic re-dosing and the rate of SSIs.
ResultsThe proportion of prophylactic antibiotic administration before surgery significantly increased after the intervention (p = 0.005). The timing of prophylactic antibiotic administration before surgery was shorter after the intervention, with a median (IQR) of 0.8 (0.6–1.0) h, compared to the before intervention period (p The multifaceted intervention, comprising a smart reminder system for prophylactic intraoperative antibiotic re-dosing in the Anesthesia Information Management Systems, preoperative application form modifications, and enhanced medical order review, effectively improved intraoperative antibiotic re-dosing compliance and reduced surgical site infection rates.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2025.1674811.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Impact_of_a_multifaceted_intervention_including_a_smart_reminder_system_for_intraoperative_antibiotic_re-dosing_on_surgical_site_infections_in_a_Chinese_tertiary_care_hospital_doc/30327013)。

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