淡水魟蜇伤后延迟就医和继发感染危险因素研究数据集

基于2007-2014年巴西亚马孙州476例淡水魟蜇伤监测数据,分析继发感染的危险因素。

SciELO journalsSciELO journals
DataCite Commons
2020-08-28 更新
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表格Wound infectionEpidemiologyRisk factorsVenomous animals
Delayed healthcare and secondary infections following freshwater stingray injuries: risk factors for a poorly understood health issue in the Amazon

基本信息

模态
表格
大小
0.00122446 GB
许可
CC BY 4.0
创建/更新时间
2020-08-28
版本
v1

资源简介

淡水魟蜇伤后延迟就医和继发感染危险因素研究数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 5 个文件、合计 1.22 MB,主题涵盖 Wound infection、Epidemiology、Risk factors、Venomous animals,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《Delayed healthcare and secondary infections following freshwater stingray injuries: risk factors for a poorly understood health issue in the Amazon》。配套论文《Delayed healthcare and secondary infections following freshwater stingray injuries: risk factors for a poorly understood health issue in the Amazon》发表于 Revista da Sociedade Brasileira de Medicina Tropical(2018),DOI:10.1590/0037-8682-0356-2017。源站首次发布:2018-10-10。

【数据内容】

源站原始描述:Abstract INTRODUCTION This study aimed to describe the profile of freshwater stingray injuries in the State of Amazonas, Brazilian Amazon, and to identify the associated risk factors for secondary infections. METHODS This cross-sectional study used surveillance data from 2007 to 2014 to identify factors associated with secondary infections from stingray injuries. RESULTS A total of 476 freshwater stingray injuries were recorded, with an incidence rate of 1.7 cases/100,000 person/year. The majori…

【数据结构与技术规格】

文件数 5 个,合计 1.22 MB。数据集 DOI:10.6084/m9.figshare.7186202.v1。

【主题与分类】

源站学科分类:Medicine。主题标签:Wound infection、Epidemiology、Risk factors、Venomous animals。

【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://scielo.figshare.com/articles/dataset/Delayed_healthcare_and_secondary_infections_following_freshwater_stingray_injuries_risk_factors_for_a_poorly_understood_health_issue_in_the_Amazon/7186202

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

规范引用:de Almeida Gonçalves Sachett, Jacqueline; Sampaio, Vanderson Souza; Silva, Iran Mendonça; Shibuya, Akemi; Vale, Fábio Francesconi; Costa, Fabiano Peixoto; et al. (2018). Delayed healthcare and secondary infections following freshwater stingray injuries: risk factors for a poorly understood health is…

【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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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

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)

命令行下载

curl -L -o "1678-9849-rsbmt-51-05-651-gf1.jpg" "https://ndownloader.figshare.com/files/13228376"
curl -L -o "1678-9849-rsbmt-51-05-651-gf2.jpg" "https://ndownloader.figshare.com/files/13228379"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/13228382"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/13228385"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/13228388"

文件清单

  • 1678-9849-rsbmt-51-05-651-gf1.jpg(324.21 KB)
  • 1678-9849-rsbmt-51-05-651-gf2.jpg(875.16 KB)
  • Table_1.xls(9.73 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(9.73 KB)

文件总体积 1.22 MB(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

Abstract INTRODUCTION This study aimed to describe the profile of freshwater stingray injuries in the State of Amazonas, Brazilian Amazon, and to identify the associated risk factors for secondary infections. METHODS This cross-sectional study used surveillance data from 2007 to 2014 to identify factors associated with secondary infections from stingray injuries. RESULTS A total of 476 freshwater stingray injuries were recorded, with an incidence rate of 1.7 cases/100,000 person/year. The majority of injuries were reported from rural areas (73.8%) and 26.1% were related to work activities. A total of 74.5% of patients received medical assistance within the first 3 hours of injury. Secondary infections and necrosis were observed in 8.9% and 3.8%, respectively. Work-related injuries [odds ratio (OR) 4.1, confidence interval (CI); 1.87-9.13] and >24 hours from a sting until receiving medical care (OR; 15.5, CI; 6.77-35.40) were independently associated with the risk of secondary bacterial infection. CONCLUSIONS: In this study, work-related injuries and >24 hours from being stung until receiving medical care were independently and significantly associated with the risk of secondary infection. The frequency of infection following sting injuries was 9%. The major factor associated with the risk of secondary bacterial infection was a time period of >24 hours from being stung until receiving medical care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7186202.v1(source: https://scielo.figshare.com/articles/dataset/Delayed_healthcare_and_secondary_infections_following_freshwater_stingray_injuries_risk_factors_for_a_poorly_understood_health_issue_in_the_Amazon/7186202)。

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