COVID-19对巴西心血管康复项目的影响:一项基于在线调查的横断面研究

基于在线调查的巴西心血管康复项目横断面研究数据,涵盖COVID-19疫情期间项目特征、影响及远程康复应对措施。

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2023-03-01 更新
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表格COVID-19TelerehabilitationResearchSurveys and Questionnaires
Impact of COVID-19’s on Cardiovascular Rehabilitation Programs in Brazil: An Online Survey-Based Cross-Sectional Study

基本信息

模态
表格
大小
0.036816849 GB
许可
CC BY 4.0
创建/更新时间
2023-03-01
版本
v1

资源简介

COVID-19对巴西心血管康复项目的影响:一项基于在线调查的横断面研究

【数据集背景】

本数据集源站标题为《Impact of COVID-19’s on Cardiovascular Rehabilitation Programs in Brazil: An Online Survey-Based Cross-Sectional Study》。配套论文《Impacto da COVID-19 nos Programas de Reabilitação Cardiovascular no Brasil: Um Estudo Transversal Baseado em uma Pesquisa Online》发表于 Arquivos Brasileiros de Cardiologia(2023),DOI:10.36660/abc.20220135。源站首次发布:2023-03-11。

【数据内容】

源站原始描述:Abstract Background The COVID-19 pandemic had an impact on cardiovascular rehabilitation (CR) programs in Brazil. Objectives To describe the characteristics of CR programs in Brazil, the impacts of the first epidemiological wave of COVID-19 (first 60 days) on the programs and present the initiatives used to overcome the impacts. Method This cross-sectional and retrospective study utilized a specific online survey. Participants were coordinators of CR programs. Variables were presented by Brazili…

【数据结构与技术规格】

文件数 24 个,合计 36.82 MB。数据集 DOI:10.6084/m9.figshare.22256535.v1。

【主题与分类】

源站学科分类:Cardiology。主题标签:COVID-19、Telerehabilitation、Research、Surveys and Questionnaires。

【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/Impact_of_COVID-19_s_on_Cardiovascular_Rehabilitation_Programs_in_Brazil_An_Online_Survey-Based_Cross-Sectional_Study/22256535

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

规范引用:Jardim, Iara de Sousa Cezário; Milani, Mauricio; Castro, Isac; Hansen, Dominique; Karsten, Marlus; Cahalin, Lawrence Patrick; et al. (2023). Impact of COVID-19’s on Cardiovascular Rehabilitation Programs in Brazil: An Online Survey-Based Cross-Sectional Study. SciELO journals. 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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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 "9d2489d66a16db161904f663c16c85e79a07644c.tif" "https://ndownloader.figshare.com/files/39556842"
curl -L -o "a00f0697d551bf7766f379ed26b72fcfef11bb2f.png" "https://ndownloader.figshare.com/files/39556845"
curl -L -o "adb97a456dd032489bccb663ecc0ff335f04439d.jpg" "https://ndownloader.figshare.com/files/39556848"
curl -L -o "15180e5109091dbf95cd6fcb30bbc68fe0690a55.tif" "https://ndownloader.figshare.com/files/39556851"
curl -L -o "b8ea2b57d1b83d99b880b5dda1e062d411d4cc39.png" "https://ndownloader.figshare.com/files/39556854"
curl -L -o "d99393a9c7e46c0923cdecff39f44fd7d08cb96a.jpg" "https://ndownloader.figshare.com/files/39556857"
curl -L -o "0c18295500d5aa4e90954575d1c7a3736f6e9515.tif" "https://ndownloader.figshare.com/files/39556860"
curl -L -o "0d4b7dd5441db72a49b2bc0df5cb44d9b7a0e985.png" "https://ndownloader.figshare.com/files/39556863"

文件清单

  • 9d2489d66a16db161904f663c16c85e79a07644c.tif(9.73 MB)
  • a00f0697d551bf7766f379ed26b72fcfef11bb2f.png(1.38 MB)
  • adb97a456dd032489bccb663ecc0ff335f04439d.jpg(3.15 KB)
  • 15180e5109091dbf95cd6fcb30bbc68fe0690a55.tif(3.35 MB)
  • b8ea2b57d1b83d99b880b5dda1e062d411d4cc39.png(216.39 KB)
  • d99393a9c7e46c0923cdecff39f44fd7d08cb96a.jpg(5.65 KB)
  • 0c18295500d5aa4e90954575d1c7a3736f6e9515.tif(3.49 MB)
  • 0d4b7dd5441db72a49b2bc0df5cb44d9b7a0e985.png(218.26 KB)
  • 3dc2c25d4c18e9d0b15944070bfd130af19887bc.jpg(8.95 KB)
  • c61d0d73cfa7efbad02e993669651376c5528f91.tif(9.73 MB)
  • 22d817eab458620216ee39e8842aff137968549f.png(1.36 MB)
  • 45433f28d888d36259c96a1038406ebced49b7cf.jpg(3.18 KB)
  • fc6e232e56b67d58c5291d0f4d7739b00b26db6e.tif(3.35 MB)
  • 4a889745ccdf2d5721ecdf1b9b30dd5b1d37e4c8.png(190.44 KB)
  • 9c9c6f18b393db507f547bf9c19dde3cec591163.jpg(5.42 KB)
  • 871ead1cfc50ca93077546993576537de0b04ed3.tif(3.48 MB)
  • 3ecb0cf3538dc78a8e780fc65161c51b11f76cbf.png(203.48 KB)
  • 2de11031f578bab21b7009af62f71ee1f834ed19.jpg(8.61 KB)
  • Table_1.xls(13.82 KB)
  • Table_2.xls(13.82 KB)

文件总体积 36.82 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 Background The COVID-19 pandemic had an impact on cardiovascular rehabilitation (CR) programs in Brazil. Objectives To describe the characteristics of CR programs in Brazil, the impacts of the first epidemiological wave of COVID-19 (first 60 days) on the programs and present the initiatives used to overcome the impacts. Method This cross-sectional and retrospective study utilized a specific online survey. Participants were coordinators of CR programs. Variables were presented by Brazilian geographic region and as the following categories: demographic, clinical and operational characteristics. The significance level for statistical analysis was set at 5%. Results Fifty-nine CR programs were responsible for 5,349 patients, of which only 1,817 were post-acute cardiovascular events, which corresponded to 1.99% of hospitalized patients in the month prior to the survey (n=91,231). The greatest impact was the suspension of on-site activities, which occurred similarly in areas with the highest and the lowest rates of COVID-19 in the period. Forty-five programs (75%) were shortly interrupted, while three (5%) were ended. All 42 programs that already used remote rehabilitation strategies noticed a substantial increase in activities, based primarily on the use of media and video calling. Only three (5%) considered safe to see patients during the first 60 days. Conclusions There was a reduction in the number of CR programs with the COVID-19 pandemic. Telerehabilitation activities increased during the first two months of the COVID-19 pandemic, but this was not enough to overcome the reduction in CR program activities across Brazil.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22256535.v1(source: https://scielo.figshare.com/articles/dataset/Impact_of_COVID-19_s_on_Cardiovascular_Rehabilitation_Programs_in_Brazil_An_Online_Survey-Based_Cross-Sectional_Study/22256535)。

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