巴西东南部1型糖尿病血糖控制研究

数据集获取（Figshare）

• 源站标题：Glycemic control and associated factors in patients with type 1 diabetes mellitus in primary care in Southeastern Brazil
• DOI：10.6084/m9.figshare.21907747.v1
• 发布日期：2023-01-17
• 文件数：2 个
• 文件总体积：23.55 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Glycemic_control_and_associated_factors_in_patients_with_type_1_diabetes_mellitus_in_primary_care_in_Southeastern_Brazil/21907747

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/38863792"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/38863795"

文件清单

• Table_1.xls（9.73 KB）
• Table_2.xls（13.82 KB）

文件总体积 23.55 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

Abstract Diabetes is a self-managed condition with knowledge, attitudes and practices that can influence the overall treatment and outcomes delay the complications of diabetes. However, the few reported studies published point out that: low education level, poor adherence to pharmacotherapy and diet recommendations, infrequent monitoring of blood glucose, and insulin dosage regimen are associated with higher hemoglobin levels. This study aimed to assess the knowledge, adherence medication, and complexity of pharmacotherapy in T1DM patients in Brazil. A cross-sectional study was conducted involving 156 T1DM patients who were attending in primary care. Logistic regression analyses were conducted to assess the variables associated with glycemic control. The overall assessments of T1DM patients for the glycemic control were bad (121, 77.6%). However, T1DM patients with high MedTake Test (OR=2.4, CI=1.1-5.7) and Morisky-Green Test (OR= 2.5, CI=1.1-6.1), and in the use of dosage insulin (>40 units, OR=0.3, CI=0.1-0.7) and postprandial glucose (100-125mg/dl, OR=3.8, CI=1.1-14.6) had better glycemic control compared to uncontrolled patients. Glycemic control in Brazilians adults with T1DM is low. We suggested the screening patients with low MedTake and Morisky-Green Tests, increasing patient knowledge as part of a complex intervention that may lead to substantially improved treatment outcomes in primary care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.21907747.v1（source: https://scielo.figshare.com/articles/dataset/Glycemic_control_and_associated_factors_in_patients_with_type_1_diabetes_mellitus_in_primary_care_in_Southeastern_Brazil/21907747）。