多维因素解释帕金森病患者在COVID-19大流行期间临床恶化的数据表2
巴西多中心横断面试验中帕金森病患者在COVID-19社交隔离期间自我报告的临床恶化及影响因素问卷数据。

基本信息
资源简介
多维因素解释帕金森病患者在COVID-19大流行期间临床恶化的数据表2
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 18.13 KB,主题涵盖 non-motor symptoms、motor symptoms、mental health、social distancing、physical activity,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《Data_Sheet_2_Multidimensional Factors Can Explain the Clinical Worsening in People With Parkinson''s Disease During the COVID-19 Pandemic: A Multicenter Cross-Sectional Trial.DOCX》。配套论文《Knowledge, Attitudes, Practices, and Burden During the COVID-19 Pandemic in People with Parkinson’s Disease in Germany》发表于 Journal of Clinical Medicine(2020),DOI:10.3390/jcm9061643。源站首次发布:2021-07-30。
【数据内容】
源站原始描述:Background: Self-reported clinical worsening by people with Parkinson''s disease (PD) during social distancing may be aggravated in Brazil, where the e/tele-health system is precarious. Objectives: This study aims to investigate self-reported changes in motor and non-motor aspects during social distancing in people with PD living in Brazil and to investigate the factors that might explain these changes. Methods: In this multicenter cross-sectional trial, 478 people with a diagnosis of idiopathic…
中文译文(机器翻译,仅供快速理解,请以原文为准):背景:在社交距离期间,帕金森病(PD)患者自我报告的临床恶化在巴西可能会加重,因为该国的电子/远程医疗系统较为薄弱。 目的:本研究旨在调查居住在巴西的PD患者在社交距离期间自我报告的运动和非运动方面的变化,并探讨可能解释这些变化的因素。 方法:在这项多中心横断面试验中,从分布於巴西五个地理区域的14个中心招募了478名诊断为特发性PD的患者(平均年龄=67岁,SD=9.5;167名女性)。每个中心的评估者通过电话应用了一份问卷,其中包括有关日常生活运动和非运动体验、生活质量、日常作息和体力活动量的问题(社交距离前后期间)。 结果:观察到自我报告的非运动和运动方面日常生活体验(运动障碍学会-统一PD评定量表——第IB和II部分——情绪和心理健康,以及跌倒恐惧)以及生活质量的临床恶化。只有31%的参与者报告了在远程监督下进行的有指导的家庭体力活动。生活质量感知变化、步态冻结、体力活动量减少、日常作息和跌倒恐惧解释了自我报告的临床恶化(P 结论:居住在巴西的PD患者在社交距离期间自我报告的临床恶化也可能因薄弱的电子/远程医疗系统而加重,因为体力活动量减少和日常作息贫乏的感知是一些解释因素。考虑到多方面的恶化,迫切需要对这些人实施远程多专业支持。
【数据结构与技术规格】
文件数 1 个,合计 18.13 KB。Data_Sheet_2_Multidimensional Factors Can Explain the Clinical Worsening in People With Parkinson''s Disease During the COVID-19 Pandemic: A Multicente.DOCX:application/vnd.openxmlformats-officedocument.wordprocessingml.document,18.13 KB。数据集 DOI:10.3389/fneur.2021.708433.s002。
【主题与分类】
源站学科分类:Neurology and Neuromuscular Diseases、Neurogenetics。主题标签:non-motor symptoms、motor symptoms、mental health、social distancing、physical activity。
【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_Multidimensional_Factors_Can_Explain_the_Clinical_Worsening_in_People_With_Parkinson_s_Disease_During_the_COVID-19_Pandemic_A_Multicenter_Cross-Sectional_Trial_DOCX/15080703
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Silva-Batista, Carla; Coelho, Daniel Boari; Júnior, Renato Campos Freire; Almeida, Lorena Rosa; Guimarães, Adriana; Nóbrega, Katia Cirilo Costa; et al. (2021). Data_Sheet_2_Multidimensional Factors Can Explain the Clinical Worsening in People With Parkinson''s Disease During the COVID-19 Pandemic: A…
【使用注意】
· 源站最后修改于 2023-06-10,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:Data_Sheet_2_Multidimensional Factors Can Explain the Clinical Worsening in People With Parkinson’'s Disease During the COVID-19 Pandemic: A Multicenter Cross-Sectional Trial.DOCX
- DOI:10.3389/fneur.2021.708433.s002
- 发布日期:2021-07-30
- 文件数:1 个
- 文件总体积:18.13 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_Multidimensional_Factors_Can_Explain_the_Clinical_Worsening_in_People_With_Parkinson_s_Disease_During_the_COVID-19_Pandemic_A_Multicenter_Cross-Sectional_Trial_DOCX/15080703
命令行下载
curl -L -o "Data_Sheet_2_Multidimensional Factors Can Explain the Clinical Worsening in People With Parkinson''s Disease During the COVID-19 Pandemic: A Multicente.DOCX" "https://ndownloader.figshare.com/files/28996065"
文件清单
Data_Sheet_2_Multidimensional Factors Can Explain the Clinical Worsening in People With Parkinson''s Disease During the COVID-19 Pandemic: A Multicente.DOCX(18.13 KB)
文件总体积 18.13 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: Self-reported clinical worsening by people with Parkinson’'s disease (PD) during social distancing may be aggravated in Brazil, where the e/tele-health system is precarious.
Objectives: This study aims to investigate self-reported changes in motor and non-motor aspects during social distancing in people with PD living in Brazil and to investigate the factors that might explain these changes.
Methods: In this multicenter cross-sectional trial, 478 people with a diagnosis of idiopathic PD (mean age = 67, SD = 9.5; 167 female) were recruited from 14 centers distributed throughout the five geographical regions of Brazil. The evaluators from each center applied a questionnaire by telephone, which included questions (previous and current period of social distancing) about the motor and non-motor experiences of daily living, quality of life, daily routine, and physical activity volume.
Results: Self-reported clinical worsening in non-motor and motor aspects of daily life experiences (Movement Disorder Society-Unified PD Rating Scale—parts IB and II—emotional and mental health, and fear of falling) and in the quality of life was observed. Only 31% of the participants reported a guided home-based physical activity with distance supervision. Perceived changes in the quality of life, freezing of gait, decreased physical activity volume, daily routine, and fear of falling explained the self-reported clinical worsening (P Conclusions: Self-reported clinical worsening in people with PD living in Brazil during social distancing can also be aggravated by the precarious e/tele-health system, as perception of decreased physical activity volume and impoverishment in daily routine were some of the explanatory factors. Considering the multifaceted worsening, the implementation of a remote multi-professional support for these people is urgent.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneur.2021.708433.s002(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_2_Multidimensional_Factors_Can_Explain_the_Clinical_Worsening_in_People_With_Parkinson_s_Disease_During_the_COVID-19_Pandemic_A_Multicenter_Cross-Sectional_Trial_DOCX/15080703)。
数据缺失?
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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