范围审查结果摘要

关于COVID-19对脊髓损伤/疾病人群医疗保健影响的综述结果数据集。

NIAID Data Ecosystem
浏览 13
文本spinal cord injuriesmaintaining caregiving supportexperiencing severe symptomssecondary health conditionsxlink "> twentyscoping review foundscale quantitative studies19 pandemic mayxlink "> individualsinvestigating healthcare accessxlink ">fifteen quantitative
Summary of scoping review findings.

基本信息

模态
文本
大小
0.000030208 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

范围审查结果摘要

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 30.21 KB,主题涵盖 spinal cord injuries、maintaining caregiving support、experiencing severe symptoms、secondary health conditions、scoping review found,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Summary of scoping review findings.》。配套论文《The impact of the COVID-19 virus and pandemic on healthcare utilization, access, delivery, experiences, and outcomes in the spinal cord injuries/dysfunction population: A scoping review study》发表于 PLOS ONE(2024),DOI:10.1371/journal.pone.0297384。源站首次发布:2024-02-22。

【数据内容】

源站原始描述:Background Individuals with spinal cord injuries or disease (SCI/D) require frequent healthcare services. The COVID-19 pandemic may have impacted healthcare. Furthermore, due to secondary health conditions and comorbidities persons with SCI/D are at increased risk of experiencing severe symptoms or outcomes if infected with the COVID-19 virus. It is unclear to what extent research has investigated the pandemic and virus impacts on the SCI/D population. Objective To identify and summarize what is…

【数据结构与技术规格】

文件数 1 个,合计 30.21 KB。Table 1.xls:application/vnd.ms-excel,30.21 KB。数据集 DOI:10.1371/journal.pone.0297384.t001。

【主题与分类】

源站学科分类:Medicine、Molecular Biology、Science Policy、Infectious Diseases、Virology、Computational Biology。主题标签:spinal cord injuries、maintaining caregiving support、experiencing severe symptoms、secondary health conditions、scoping review found、scale quantitative studies、19 pandemic may、investigating healthcare access、fifteen quantitative、19 virus。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Summary_of_scoping_review_findings_/25268694

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

规范引用:Senthinathan, Arrani; Cimino, Stephanie; Jaglal, Susan B.; Craven, B. Catharine; Tu, Karen; Guilcher, Sara (2024). Summary of scoping review findings.. PLOS ONE. Dataset

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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 "Table 1.xls" "https://ndownloader.figshare.com/files/44643105"

文件清单

  • Table 1.xls(30.21 KB)

文件总体积 30.21 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

Background
Individuals with spinal cord injuries or disease (SCI/D) require frequent healthcare services. The COVID-19 pandemic may have impacted healthcare. Furthermore, due to secondary health conditions and comorbidities persons with SCI/D are at increased risk of experiencing severe symptoms or outcomes if infected with the COVID-19 virus. It is unclear to what extent research has investigated the pandemic and virus impacts on the SCI/D population.
Objective
To identify and summarize what is reported in the literature on the impact the COVID-19 virus and pandemic had on healthcare, health outcomes, and experiences in the adult SCI/D population.
Methods
Electronic databases and grey literature were searched for articles that included an adult population with a SCI/D and investigated the impact the COVID-19 virus and pandemic had on healthcare-related outcomes and experiences. Articles were double screened, and data were extracted, and synthesized to provide a descriptive summary of the findings.
Results
Twenty-four studies were included in this review with eight qualitative, fifteen quantitative, and one mixed methods study. Sixteen studies investigated healthcare utilization/access; nine investigated care delivery, nine investigated patient outcomes, and eight investigated patient experiences, with multiple studies spanning different categories of investigation. The pandemic was detrimental to healthcare utilization, access, and outcomes, but no studies quantified these changes. Virtual care was well-received by the SCI/D population to maintain continuity of care. The SCI/D population had issues with maintaining caregiving support. It was unclear if the COVID-19 virus infection impacted individuals with SCI/D differently than the general population.
Conclusions
This scoping review found the pandemic negatively impacted multiple aspects of healthcare in individuals with SCI/D, however further investigation on health outcomes is required. More research, particularly large-scale quantitative studies, investigating healthcare access, utilization, and delivery, as well as patient outcomes and experiences is needed to improve care in the SCI/D population post-pand

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0297384.t001(source: https://plos.figshare.com/articles/dataset/Summary_of_scoping_review_findings_/25268694)。

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