患者门户访问与糖尿病眼检查完成率关联数据集

数据集获取（Figshare）

• 源站标题：Access to a Patient Portal is Associated with a Higher Rate of Diabetic Eye Examination Completion
• DOI：10.6084/m9.figshare.27208275.v1
• 发布日期：2024-10-10
• 文件数：2 个
• 文件总体积：70.47 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/Access_to_a_Patient_Portal_is_Associated_with_a_Higher_Rate_of_Diabetic_Eye_Examination_Completion/27208275

命令行下载

curl -L -o "iope_a_2406506_sm4250.docx" "https://ndownloader.figshare.com/files/49736766"
curl -L -o "iope_a_2406506_sm4247.docx" "https://ndownloader.figshare.com/files/49736769"

文件清单

• iope_a_2406506_sm4250.docx（31.64 KB）
• iope_a_2406506_sm4247.docx（38.83 KB）

文件总体积 70.47 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

To evaluate factors associated with a higher completion rate of annual diabetic eye examinations.
This retrospective, cross-sectional study included patients diagnosed with diabetes mellitus (DM) who were aged 18–75 years and receiving primary care in a suburban integrated delivery network (IDN). Patient demographic, sociomedical, biometric characteristics, and Healthcare Effectiveness Data and Information Set (HEDIS) measures within the Comprehensive Diabetes Care bundle were extracted from the electronic health record (EHR) and analyzed by using multivariate logistic regression to assess factors associated with completion of an eye exam (retinal) performed during the study year.
Among 19,901 primary care patients with DM, 35.15% completed an eye examination in 2021. After adjusting for demographic and biometric characteristics, the two factors most closely associated with completing a diabetic eye examination were having had a primary care office visit (adjusted odds ratio [aOR], 3.525; 95% confidence interval [CI], 3.210–3.871, p p p p Surveillance for diabetic retinopathy relies on annual diabetic eye examinations yet adherence to that standard remains unacceptably low. Our study suggests that engagement of patients through an online PP could help increase this rate.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.27208275.v1（source: https://tandf.figshare.com/articles/dataset/Access_to_a_Patient_Portal_is_Associated_with_a_Higher_Rate_of_Diabetic_Eye_Examination_Completion/27208275）。