死亡率与护理连续性——定义至关重要！糖尿病患者队列研究

数据集获取（Figshare）

• 源站标题：Mortality and continuity of care – Definitions matter! A cohort study in diabetics
• DOI：10.1371/journal.pone.0191386
• 发布日期：2018-01-19
• 文件数：3 个
• 文件总体积：10.36 MB
• 源站页面：https://plos.figshare.com/articles/dataset/Mortality_and_continuity_of_care_Definitions_matter_A_cohort_study_in_diabetics/5805609

命令行下载

curl -L -o "S1 Table.pdf" "https://ndownloader.figshare.com/files/10265934"
curl -L -o "S2 Table.pdf" "https://ndownloader.figshare.com/files/10265940"
curl -L -o "S1 Fig.tiff" "https://ndownloader.figshare.com/files/10265961"

文件清单

• S1 Table.pdf（482.21 KB）
• S2 Table.pdf（468.09 KB）
• S1 Fig.tiff（9.41 MB）

文件总体积 10.36 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

Objective
To demonstrate that when investigating the relevance of continuity of care for patient outcomes, different definitions can lead to contradicting results.
Methods
We used claims data from the regional public health insurer of Lower Austria covering the period from 2008 to 2011. The study sample included subjects with repeated dispensings of anti-diabetic drugs. The continuity of care index was calculated firstly based on a patient’s contacts with general practitioners (primary COCI) and secondly based on contacts at all medical disciplines (total COCI). The association of the two continuity of care measures with mortality was assessed in separate univariable and multivariable Cox regression models.
Results
Our study sample consisted of 51,717 patients with a median observation time of 3.65 years. The data showed that a high total COCI was associated with increased mortality, while there was no association between primary COCI and mortality.
Conclusions
Measures of continuity of care are highly sensitive to the type of medical disciplines taken into account. The continuity of care index calculated from contacts at all medical disciplines might measure diversity rather than continuity of care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0191386（source: https://plos.figshare.com/articles/dataset/Mortality_and_continuity_of_care_Definitions_matter_A_cohort_study_in_diabetics/5805609）。