2型糖尿病患者严重低血糖事件管理成本数据集

数据集获取（Figshare）

• 源站标题：The cost of managing severe hypoglycemic episodes in Type 2 diabetic patients
• DOI：10.6084/m9.figshare.1568764
• 发布日期：2015-09-05
• 文件数：2 个
• 文件总体积：36.72 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/The_cost_of_managing_severe_hypoglycemic_episodes_in_Type_2_diabetic_patients/1568764

命令行下载

curl -L -o "ierp_a_1084230_sm7033.docx" "https://ndownloader.figshare.com/files/2350787"
curl -L -o "ierp_a_1084230_sm7082.docx" "https://ndownloader.figshare.com/files/2350788"

文件清单

• ierp_a_1084230_sm7033.docx（15.86 KB）
• ierp_a_1084230_sm7082.docx（20.86 KB）

文件总体积 36.72 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: Hypoglycemia is an acute complication of diabetes that increases morbidity, mortality and disease costs. We aim to estimate healthcare resource consumption and costs associated with severe hypoglycemia using the societal perspective. Methods: A cross-sectional, observational, nationwide, multicenter, hospital-based study was conducted in seven centers of Portuguese mainland with a 1-year enrolment period. Unit costs were extracted from official/public data sources. Patient-level data were used to quantify healthcare resource use related to emergency transportation, emergency-department care and hospitalization. Productivity loss was calculated based on the Human Capital Approach. Results: The study enrolled 238 Type-2 diabetic patients and the proportion of hypoglycemic episodes among all emergency events during the study period was 0.075% (95% CI: 0.067–0.083%). Mean patient age was 76 years and 57.6% were female. At time of the emergency department admission, 55% of patients were using insulin, 31.5% were being treated with secretagogues, 6.7% were on a combination of both, and 6.7% were on other oral antihyperglycemic agents. Estimated mean costs in the emergency department were: emergency transportation €33, medication €4, laboratory workup €56, other exams €72, physician and nurse time €30 and €13, respectively. Mean hospitalization cost was €1271. Indirect cost averaged €15. Overall cost per hypoglycemic episode averaged €1493 (standard deviation: €2962; range: €34–26,818). Patients treated with secretagogues had the highest rates of hospitalizations and mean costs. Conclusion: We conclude that severe hypoglycemic events represent a substantial cost for society and in particular for the hospitals of the National Health Service.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.1568764（source: https://tandf.figshare.com/articles/dataset/The_cost_of_managing_severe_hypoglycemic_episodes_in_Type_2_diabetic_patients/1568764）。