脊髓损伤患者术前无症状菌尿筛查及其与术后结局的关系

脊髓损伤患者术前无症状菌尿筛查及其与术后结局的回顾性队列研究数据集。

Taylor & FrancisTaylor & Francis
DataCite Commons
2020-08-30 更新
浏览 23
表格Spinal cord injuryBacteriuriaUrinary tract infectionOrthopedic surgerySurgical site infection
Pre-operative screening for asymptomatic bacteriuria and associations with post-operative outcomes in patients with spinal cord injury

基本信息

模态
表格
大小
0.000022543 GB
许可
CC BY 4.0
创建/更新时间
2020-08-30
版本
v1

资源简介

脊髓损伤患者术前无症状菌尿筛查及其与术后结局的关系

【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 22.54 KB,主题涵盖 Spinal cord injury、Bacteriuria、Urinary tract infection、Orthopedic surgery、Surgical site infection,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《Pre-operative screening for asymptomatic bacteriuria and associations with post-operative outcomes in patients with spinal cord injury》。配套论文《Pre-operative screening for asymptomatic bacteriuria and associations with post-operative outcomes in patients with spinal cord injury》发表于 The Journal of Spinal Cord Medicine(2018),DOI:10.1080/10790268.2018.1451237。源站首次发布:2018-03-26。

【数据内容】

源站原始描述:Context: Screening for asymptomatic bacteriuria (ASB) before non-urologic surgery is common but of unclear benefit. Our aim was to describe pre-operative ASB screening and post-operative outcomes in patients with neurogenic bladder due to spinal cord injury (SCI). Methods: This was a descriptive retrospective cohort study of adults with SCI undergoing neurosurgical spine or orthopedic lower limb surgery from 10/1/2012-9/30/2014 at Veterans Affairs (VA) medical centers. National VA datasets and m…

【数据结构与技术规格】

文件数 1 个,合计 22.54 KB。yscm_a_1451237_sm3741.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,22.54 KB。数据集 DOI:10.6084/m9.figshare.6027116.v1。

【主题与分类】

源站学科分类:Biochemistry、Medicine、Molecular Biology、Neuroscience、Pharmacology、Biotechnology。主题标签:Spinal cord injury、Bacteriuria、Urinary tract infection、Orthopedic surgery、Surgical site infection。

【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/Pre-operative_screening_for_asymptomatic_bacteriuria_and_associations_with_post-operative_outcomes_in_patients_with_spinal_cord_injury/6027116

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

规范引用:Pre-operative screening for asymptomatic bacteriuria and associations with post-operative outcomes in patients with spinal cord injury. Taylor & Francis. Fitzpatrick, Margaret A.; J. Suda, Katie; Burns, Stephen P.; Poggensee, Linda; Ramanathan, Swetha; Evans, Charlesnika T

【使用注意】

· 源站最后修改于 2023-05-31,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 "yscm_a_1451237_sm3741.xlsx" "https://ndownloader.figshare.com/files/10855505"

文件清单

  • yscm_a_1451237_sm3741.xlsx(22.54 KB)

文件总体积 22.54 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

Context: Screening for asymptomatic bacteriuria (ASB) before non-urologic surgery is common but of unclear benefit. Our aim was to describe pre-operative ASB screening and post-operative outcomes in patients with neurogenic bladder due to spinal cord injury (SCI).
Methods: This was a descriptive retrospective cohort study of adults with SCI undergoing neurosurgical spine or orthopedic lower limb surgery from 10/1/2012-9/30/2014 at Veterans Affairs (VA) medical centers. National VA datasets and medical record review was used to describe frequency of pre-operative ASB screening, presence of ASB, and association with post-operative surgical site infection, urinary tract infection, and hospital readmission.
Results: 175 patients were included. Although over half of patients had pre-operative ASB screening, only 30.8% actually had pre-operative ASB. 15.2% of patients screened were treated for ASB with antibiotics before surgery. Post-operative urinary tract infection (UTI) or surgical site infection (SSI) occurred in 10 (5.7%) patients, and 20 patients (11.4%) were readmitted within 30 days. Neither ASB screening nor the presence of pre-operative ASB were associated with these post-op outcomes (p > 0.2 for all).
Conclusion: Pre-operative ASB screening is common in patients with SCI undergoing elective spine and lower limb surgery, although ASB occurs in less than 1/3rd of cases. There were no associations between pre-operative ASB and outcomes. Further studies evaluating the clinical benefit of this practice in patients with SCI should be performed.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6027116.v1(source: https://tandf.figshare.com/articles/dataset/Pre-operative_screening_for_asymptomatic_bacteriuria_and_associations_with_post-operative_outcomes_in_patients_with_spinal_cord_injury/6027116)。

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