糖尿病个性化护理模型实施分析数据集

数据集获取（Figshare）

• 源站标题：Analysis of the implementation of a personalized care model in diabetes mellitus as an example of chronic disease with information and communication technology support
• DOI：10.6084/m9.figshare.4872656.v1
• 发布日期：2017-04-13
• 文件数：2 个
• 文件总体积：49.96 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/Analysis_of_the_implementation_of_a_personalized_care_model_in_diabetes_mellitus_as_an_example_of_chronic_disease_with_information_and_communication_technology_support/4872656

命令行下载

curl -L -o "Table 1.docx" "https://ndownloader.figshare.com/files/8117078"
curl -L -o "Tables 2 and 3.docx" "https://ndownloader.figshare.com/files/8117084"

文件清单

• Table 1.docx（14.98 KB）
• Tables 2 and 3.docx（34.98 KB）

文件总体积 49.96 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

Introduction: Diabetes mellitus affects 13.8% of the adult population in Spain, representing some 8.2% of total Spanish health spending, which may be reduced by optimizing treatment and disease monitoring.
Areas covered: This perspective article aims to evaluate the possible clinical and economic outcomes of implementing a theoretical personalized care model in diabetes supported by information and communications technology in Spain vs. conventional care. Moreover, we assessed the value of emminens® eConecta, a solution designed to support the operational implementation of this model, which enables the connection and participation of patients and health professionals, facilitates patient education, decision-making, access to information, and data analysis. We carried out a review of the available evidence, consultations with experts and a clinical and cost estimation.
Expert commentary: The experts consulted considered that the proposed model is consistent with Spanish strategies on chronicity, supports the management of chronicity/diabetes, and may improve the most important aspects of disease management. In the literature, this type of care models improved or provided equal disease control compared with conventional care, potentiated self-management strategies and reduced the high use of resources. Cost estimation showed a reduction of −12% in total direct costs and around −34% in the costs of outpatient visits.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.4872656.v1（source: https://tandf.figshare.com/articles/dataset/Analysis_of_the_implementation_of_a_personalized_care_model_in_diabetes_mellitus_as_an_example_of_chronic_disease_with_information_and_communication_technology_support/4872656）。