从医疗系统到个体的卒中康复路径：葡萄牙12个月前瞻性队列的结果、信息和满意度

数据集获取（Figshare）

• 源站标题：From healthcare system to individuals through stroke rehabilitation pathways.Outcomes, information, and satisfaction along 12 months prospective cohort in Portugal
• DOI：10.6084/m9.figshare.21916026.v2
• 发布日期：2023-01-31
• 文件数：7 个
• 文件总体积：816.04 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/From_healthcare_system_to_individuals_through_stroke_rehabilitation_pathways_outcomes_information_and_satisfaction_along_12_months_prospective_cohort_in_Portugal/21916026

命令行下载

curl -L -o "Appendix S1.pdf" "https://ndownloader.figshare.com/files/38876856"
curl -L -o "Appendix S2.pdf" "https://ndownloader.figshare.com/files/38876859"
curl -L -o "Appendix S3.pdf" "https://ndownloader.figshare.com/files/38876862"
curl -L -o "Appendix S4.pdf" "https://ndownloader.figshare.com/files/38876865"
curl -L -o "Appendix S5.pdf" "https://ndownloader.figshare.com/files/38876868"
curl -L -o "Appendix S6.pdf" "https://ndownloader.figshare.com/files/38876871"
curl -L -o "Appendix S7.pdf" "https://ndownloader.figshare.com/files/38876874"

文件清单

• Appendix S1.pdf（99.53 KB）
• Appendix S2.pdf（198.31 KB）
• Appendix S3.pdf（107.07 KB）
• Appendix S4.pdf（106.04 KB）
• Appendix S5.pdf（105.43 KB）
• Appendix S6.pdf（104.97 KB）
• Appendix S7.pdf（94.70 KB）

文件总体积 816.04 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 nature and quality of stroke survivor rehabilitation varies throughout Europe, including in Portugal, having not been widely monitored or benchmarked.
This study analyses the stroke care pathway from three perspectives: healthcare system, process, and patient.
The study uses data from a one-year single-center prospective cohort of first stroke patients, assessed at baseline, 3, 6, and 12 months. Care pathways and settings were described in terms of organizational model, funding, patient involvement, frequency and intensity and multidisciplinary team. Patient-level information and satisfaction were evaluated using a 10-point numeric rating scale. Kruskal – Wallis and post-hoc tests were used to compare EQ-5D-3 L, National Institute of Health Stroke Scale (NIHSS), Modified Rankin Scale (mRS), Barthel Index, Mini-Mental State Examination scores between pathways and settings.
A total of 391 acute stroke patients, with a mean disability of 3.7 (mRS) and severity of 11.7 (NIHSS) participated. Six pathways and eight settings were described. A lack of compliance between guidelines and care was identified. There were significant differences in the four outcomes between the six pathways (p-values 0.007 to 0.020) suggesting inefficiency and inequalities, with an inadequate level of information and patient satisfaction. After post-hoc analysis, pathways 1 and 2 showed highest outcomes (p-values 0.001 to 0.002). Within settings, short-term units showed high scores, followed by rehabilitation center, outpatient hospital, and community clinic (p-values 0.001 to 0.040).
A multilevel characterization of the post-stroke rehabilitation pathway showed a more complete perspective on stroke management which may contribute to future rehabilitation and stroke policies

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.21916026.v2（source: https://tandf.figshare.com/articles/dataset/From_healthcare_system_to_individuals_through_stroke_rehabilitation_pathways_outcomes_information_and_satisfaction_along_12_months_prospective_cohort_in_Portugal/21916026）。