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。

基本信息
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…
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。
免登录有偿下载
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)
- 源站标题: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
- DOI:10.3389/fpubh.2025.1674811.s001
- 发布日期:2025-10-10
- 文件数:1 个
- 文件总体积:374.78 KB
- 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
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)。
数据缺失?
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