COVID-19大流行期间巴拉那州牙科服务的充分性:一项横断面研究
COVID-19大流行期间巴拉那州牙科服务充分性的横断面研究数据集,包含口腔健康专业人员对防护措施和工作流程调整的调查数据。

基本信息
资源简介
COVID-19大流行期间巴拉那州牙科服务的充分性:一项横断面研究
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 6 个文件、合计 1.58 MB,主题涵盖 Containment of biohazards、Occupational diseases、Ambulatory care、Practice patterns, dentists’、Dental health services,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《Adequacy of dental services in Paraná during the COVID-19 pandemic: a cross-sectional study》。配套论文《Adequação dos serviços odontológicos do Paraná no enfrentamento da Covid-19: um estudo transversal》发表于 Saúde em Debate(2022),DOI:10.1590/0103-1104202213507。源站首次发布:2023-01-07。
【数据内容】
源站原始描述:ABSTRACT This cross-sectional study aimed to identify adjustments regarding the use of Personal Protective Equipment and the organization of the work process in outpatient dental care in Paraná during the first year of the COVID-19 pandemic. The convenience sample included 1,105 oral health professionals (dental surgeons, oral health assistants, and dental hygienists) during the first year of the pandemic (August to October, 2020). An online form (Google Forms®) was sent by email by the Regional…
【数据结构与技术规格】
文件数 6 个,合计 1.58 MB。数据集 DOI:10.6084/m9.figshare.21835125.v1。
【主题与分类】
源站学科分类:Health Care Administration、Health Policy。主题标签:Containment of biohazards、Occupational diseases、Ambulatory care、Practice patterns, dentists’、Dental health services。
【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/Adequacy_of_dental_services_in_Paran_during_the_COVID-19_pandemic_a_cross-sectional_study/21835125
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Pacheco, Elis Carolina; Soares, Renata Cristina; Santos, Vitória Mendes dos; Vianna, Giovana Daniela Pecharki; Ditterich, Rafael Gomes; Silva-Junior, Manoelito Ferreira; et al. (2022). Adequacy of dental services in Paraná during the COVID-19 pandemic: a cross-sectional study. SciELO journals. Datas…
【使用注意】
· 源站最后修改于 2023-06-01,引用时请注意版本时效。
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)
- 源站标题:Adequacy of dental services in Paraná during the COVID-19 pandemic: a cross-sectional study
- DOI:10.6084/m9.figshare.21835125.v1
- 发布日期:2023-01-07
- 文件数:6 个
- 文件总体积:1.58 MB
- 源站页面:https://scielo.figshare.com/articles/dataset/Adequacy_of_dental_services_in_Paran_during_the_COVID-19_pandemic_a_cross-sectional_study/21835125
命令行下载
curl -L -o "63ba4e6596bd9d2719cdb97977fab155621f3fc1.tif" "https://ndownloader.figshare.com/files/38746980"
curl -L -o "a822b3deb7cdf0519d087f280017ef429df33309.png" "https://ndownloader.figshare.com/files/38746983"
curl -L -o "a2bca768f3c3520d01b23b2d6ad0b4941570614b.jpg" "https://ndownloader.figshare.com/files/38746986"
curl -L -o "c44d0c0f063af67d760fdf13b67260f79388bd36.tif" "https://ndownloader.figshare.com/files/38746989"
curl -L -o "f0dc0e44787f2b0ee8437f19681c1c7a5263d3f5.png" "https://ndownloader.figshare.com/files/38746992"
curl -L -o "04f53c1147e82fa63cb01a83a883b1fbfc0c8668.jpg" "https://ndownloader.figshare.com/files/38746995"
文件清单
63ba4e6596bd9d2719cdb97977fab155621f3fc1.tif(1.08 MB)a822b3deb7cdf0519d087f280017ef429df33309.png(64.84 KB)a2bca768f3c3520d01b23b2d6ad0b4941570614b.jpg(5.55 KB)c44d0c0f063af67d760fdf13b67260f79388bd36.tif(376.40 KB)f0dc0e44787f2b0ee8437f19681c1c7a5263d3f5.png(51.17 KB)04f53c1147e82fa63cb01a83a883b1fbfc0c8668.jpg(4.21 KB)
文件总体积 1.58 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 This cross-sectional study aimed to identify adjustments regarding the use of Personal Protective Equipment and the organization of the work process in outpatient dental care in Paraná during the first year of the COVID-19 pandemic. The convenience sample included 1,105 oral health professionals (dental surgeons, oral health assistants, and dental hygienists) during the first year of the pandemic (August to October, 2020). An online form (Google Forms®) was sent by email by the Regional Council of Dentistry. COVID-19’s measures were compared between the types of dental services: ‘outpatient clinic of the Unified Health System – SUS’ (Primary Care, Dental Specialty Center, and Emergency Care), ‘private clinic’ and ‘other services’ (Sistema S, security forces, trade union, public and private hospitals, and teaching clinics). Professionals from SUS outpatient services reported more frequently: that they suspended elective care, avoided generating aerosols, and worked four-handed. Professionals from ‘private clinics’ used teleorientation and telemonitoring more regularly. In the ‘other services’, there was a more significant proportion reduction in work hours and handpieces autoclaving after each service. It is concluded that, despite the high adequacy of the measures to combat COVID-19, there was a difference in professional practice among the different types of dental services.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.21835125.v1(source: https://scielo.figshare.com/articles/dataset/Adequacy_of_dental_services_in_Paran_during_the_COVID-19_pandemic_a_cross-sectional_study/21835125)。
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