COVID-19大流行对英国肌萎缩侧索硬化症护理的影响

COVID-19大流行对英国ALS护理影响的调查数据集,包含患者、医护人员和护理中心的定量与定性数据。

Figshare
2022-02-22 更新
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文本amyotrophic lateral sclerosismotor neuron diseaseCovid-19healthcare servicesthematic analysis
Impact of the covid-19 pandemic on amyotrophic lateral sclerosis care in the UK

基本信息

模态
文本
大小
0.000114193 GB
许可
CC BY 4.0
创建/更新时间
2022-02-22
版本
v1

资源简介

COVID-19大流行对英国肌萎缩侧索硬化症护理的影响

【数据集背景】

本数据集源站标题为《Impact of the covid-19 pandemic on amyotrophic lateral sclerosis care in the UK》。配套论文《Impact of the covid-19 pandemic on amyotrophic lateral sclerosis care in the UK》发表于 Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration(2022),DOI:10.1080/21678421.2022.2040533。源站首次发布:2022-02-22。

【数据内容】

源站原始描述:The Covid-19 pandemic has impacted healthcare. Our aim was to identify how amyotrophic lateral sclerosis (ALS) care in the UK has been affected by the pandemic by exploring the experiences of people living with ALS (plwALS), healthcare professionals (HCPs) working with plwALS, and ALS care centers. Three surveys were carried out to explore the experiences of plwALS, HCPs and ALS care centers during the pandemic. Quantitative data were analyzed using descriptive and inferential statistics and tri…

【数据结构与技术规格】

文件数 5 个,合计 114.19 KB。iafd_a_2040533_sm9655.docx:undefined,15.88 KB。iafd_a_2040533_sm9654.docx:undefined,22.68 KB。iafd_a_2040533_sm9653.docx:undefined,27.19 KB。数据集 DOI:10.6084/m9.figshare.19212995.v1。

【主题与分类】

源站学科分类:Medicine、Molecular Biology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Science Policy。主题标签:amyotrophic lateral sclerosis、motor neuron disease、Covid-19、healthcare services、thematic analysis。

【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://tandf.figshare.com/articles/dataset/Impact_of_the_covid-19_pandemic_on_amyotrophic_lateral_sclerosis_care_in_the_UK/19212995

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

规范引用:Impact of the covid-19 pandemic on amyotrophic lateral sclerosis care in the UK. Taylor & Francis. Musson, Lucy S.; Collins, Alexis; Opie-Martin, Sarah; Bredin, Andrea; Hobson, Esther V.; Barkhouse, Emily; et al

【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。

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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 "iafd_a_2040533_sm9655.docx" "https://ndownloader.figshare.com/files/34132106"
curl -L -o "iafd_a_2040533_sm9654.docx" "https://ndownloader.figshare.com/files/34132109"
curl -L -o "iafd_a_2040533_sm9653.docx" "https://ndownloader.figshare.com/files/34132112"
curl -L -o "iafd_a_2040533_sm9619.docx" "https://ndownloader.figshare.com/files/34132115"
curl -L -o "iafd_a_2040533_sm9545.docx" "https://ndownloader.figshare.com/files/34132118"

文件清单

  • iafd_a_2040533_sm9655.docx(15.88 KB)
  • iafd_a_2040533_sm9654.docx(22.68 KB)
  • iafd_a_2040533_sm9653.docx(27.19 KB)
  • iafd_a_2040533_sm9619.docx(30.30 KB)
  • iafd_a_2040533_sm9545.docx(18.14 KB)

文件总体积 114.19 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

The Covid-19 pandemic has impacted healthcare. Our aim was to identify how amyotrophic lateral sclerosis (ALS) care in the UK has been affected by the pandemic by exploring the experiences of people living with ALS (plwALS), healthcare professionals (HCPs) working with plwALS, and ALS care centers. Three surveys were carried out to explore the experiences of plwALS, HCPs and ALS care centers during the pandemic. Quantitative data were analyzed using descriptive and inferential statistics and triangulated with the qualitative data which were analyzed thematically. Responses from 53 plwALS, 73 HCPs and 23 ALS care centers were analyzed. Five main themes were identified: keeping safe, losses, negative emotions, delivering care and alternative care delivery in a pandemic. PlwALS and HCPs felt that care was sub-optimal as a result of the pandemic. Changes to care included longer waiting times and face-to-face appointments being canceled or replaced by virtual consultations. While benefits of virtual consultations were reported, concerns were raised about incomplete clinical assessments and the disruption of provision of testing and interventions. ALS care has changed as a result of the pandemic. Patients have had a lack of face-to-face contact with HCPs and have experienced delays to investigations and treatments. PlwALS and HCPs were concerned about the impact of this change, but the long-term implications remain unclear. We propose recommendations for HCPs caring for plwALS, that will promote continuity of evidenced based care in the context of a pandemic.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19212995.v1(source: https://tandf.figshare.com/articles/dataset/Impact_of_the_covid-19_pandemic_on_amyotrophic_lateral_sclerosis_care_in_the_UK/19212995)。

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