坦桑尼亚急诊科高血压负担与护理衔接:一项前瞻性队列研究

坦桑尼亚急诊科高血压负担与护理衔接的前瞻性队列研究数据,包含血压测量、问卷和随访信息。

Figshare
2019-01-25 更新
浏览 25
表格mmHgRRSuccessful follow-upcohort studycare EDburdenoutpatient care follow-upCIhypertension
The burden of hypertension in the emergency department and linkage to care: A prospective cohort study in Tanzania

基本信息

模态
表格
大小
0.000614861 GB
许可
CC BY 4.0
创建/更新时间
2019-01-25
版本
v1

资源简介

坦桑尼亚急诊科高血压负担与护理衔接:一项前瞻性队列研究

【数据集背景】

本数据集源站标题为《The burden of hypertension in the emergency department and linkage to care: A prospective cohort study in Tanzania》。配套论文《The burden of hypertension in the emergency department and linkage to care: A prospective cohort study in Tanzania》发表于 PLOS ONE(2019),DOI:10.1371/journal.pone.0211287。源站首次发布:2019-01-25。

【数据内容】

源站原始描述:Objectives Globally, hypertension affects one billion people and disproportionately burdens low-and middle-income countries. Despite the high disease burden in sub-Saharan Africa, optimal care models for diagnosing and treating hypertension have not been established. Emergency departments (EDs) are frequently the first biomedical healthcare contact for many people in the region. ED encounters may offer a unique opportunity for identifying high risk patients and linking them to care. Methods Betw…

【数据结构与技术规格】

文件数 3 个,合计 614.86 KB。pone.0211287.s001.doc:application/msword,498.18 KB。pone.0211287.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,20.40 KB。pone.0211287.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,96.29 KB。数据集 DOI:10.1371/journal.pone.0211287。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Cancer、Science Policy、Infectious Diseases、Virology。主题标签:mmHg、RR、Successful follow-up、cohort study、care ED、burden、outpatient care follow-up、CI、hypertension。

【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://plos.figshare.com/articles/dataset/The_burden_of_hypertension_in_the_emergency_department_and_linkage_to_care_A_prospective_cohort_study_in_Tanzania/7634207

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

规范引用:Galson, Sophie W.; W. Stanifer, John; T. Hertz, Julian; Temu, Gloria; Thielman, Nathan; Gafaar, Temitope; et al. (2019). The burden of hypertension in the emergency department and linkage to care: A prospective cohort study in Tanzania. PLOS ONE. Dataset

【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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⚡️ 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。

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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 "pone.0211287.s001.doc" "https://ndownloader.figshare.com/files/14182064"
curl -L -o "pone.0211287.s002.docx" "https://ndownloader.figshare.com/files/14182067"
curl -L -o "pone.0211287.s003.docx" "https://ndownloader.figshare.com/files/14182070"

文件清单

  • pone.0211287.s001.doc(498.18 KB)
  • pone.0211287.s002.docx(20.40 KB)
  • pone.0211287.s003.docx(96.29 KB)

文件总体积 614.86 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
Globally, hypertension affects one billion people and disproportionately burdens low-and middle-income countries. Despite the high disease burden in sub-Saharan Africa, optimal care models for diagnosing and treating hypertension have not been established. Emergency departments (EDs) are frequently the first biomedical healthcare contact for many people in the region. ED encounters may offer a unique opportunity for identifying high risk patients and linking them to care.
Methods
Between July 2017 and March 2018, we conducted a prospective cohort study among patients presenting to a tertiary care ED in northern Tanzania. We recruited adult patients with a triage blood pressure ≥ 140/90 mmHg in order to screen for hypertension. We explored knowledge, attitudes and practices for hypertension using a questionnaire, and assessed factors associated with successful follow-up. Hypertension was defined as a single blood pressure measurement ≥ 160/100 mmHg or a three-time average of ≥ 140/90 mmHg. Uncontrolled hypertension was defined as a three-time average measurement of ≥ 160/100 mmHg. Successful follow-up was defined as seeing an outpatient provider within one month of the ED visit.
Results
We enrolled 598 adults (mean age 59.6 years), of whom 539 (90.1%) completed the study. The majority (78.6%) of participants were aware of having hypertension. Many (223; 37.2%) had uncontrolled hypertension. Overall, only 236 (43.8%) of participants successfully followed-up within one month. Successful follow-up was associated with a greater understanding that hypertension requires lifelong treatment (RR 1.11; 95% CI 1.03,1.21) and inversely associated with greater anxiety about the future (RR 0.80; 95% CI 0.64,0.99).
Conclusion
In a northern Tanzanian tertiary care ED, the burden of hypertension is high, with few patients receiving optimal outpatient care follow-up. Multi-disciplinary strategies are needed to improve linkage to care for high-risk patients from ED settings.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0211287(source: https://plos.figshare.com/articles/dataset/The_burden_of_hypertension_in_the_emergency_department_and_linkage_to_care_A_prospective_cohort_study_in_Tanzania/7634207)。

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依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

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