糖尿病在中国医疗护理与支付：巨大威胁与巨大机遇

数据集获取（Figshare）

• 源站标题：Medical Care and Payment for Diabetes in China: Enormous Threat and Great Opportunity
• DOI：10.1371/journal.pone.0039513
• 发布日期：2012-09-26
• 文件数：3 个
• 文件总体积：665.09 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Medical_Care_and_Payment_for_Diabetes_in_China_Enormous_Threat_and_Great_Opportunity/119462

命令行下载

curl -L -o "File_S1.doc" "https://ndownloader.figshare.com/files/301536"
curl -L -o "File_S2.doc" "https://ndownloader.figshare.com/files/301681"
curl -L -o "File_S3.doc" "https://ndownloader.figshare.com/files/301804"

文件清单

• File_S1.doc（437.25 KB）
• File_S2.doc（196.61 KB）
• File_S3.doc（31.23 KB）

文件总体积 665.09 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

Background
The Diabetes Impact Study followed up a large national population-based screening study to estimate the use of and expenditures for medical care caused by diabetes in China and to ascertain the use and cost of essential basic medicines and care.
Methods
In 2009–10, the study team interviewed 1482 adults with diabetes and 1553 adults with glucose tolerance in the normal range from population-based random samples at 12 sites in China. The response rate was 67%.
Findings
After adjusting for age, sex, and urban/rural location, people with diabetes received 1.93 times more days of inpatient treatment, 2.40 times more outpatient visits, and 3.35 times more medications than people with normal glucose tolerance (all pConclusions
In China, health care use and costs were dramatically higher for people with diabetes than for people with normal glucose tolerance and, in relative terms, much higher than in industrialized countries. Low-cost generic medicines that would reduce diabetes expenditures were not fully used.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0039513（source: https://plos.figshare.com/articles/dataset/Medical_Care_and_Payment_for_Diabetes_in_China_Enormous_Threat_and_Great_Opportunity/119462）。