埃塞俄比亚提格雷地区成人HIV患者抗逆转录病毒治疗保留率数据集

数据集获取（Figshare）

• 源站标题：Retention in Care of Adult HIV Patients Initiating Antiretroviral Therapy in Tigray, Ethiopia: A Prospective Observational Cohort Study
• DOI：10.1371/journal.pone.0136117
• 发布日期：2015-09-04
• 文件数：3 个
• 文件总体积：107.80 KB
• 源站页面：https://plos.figshare.com/articles/dataset/_Retention_in_Care_of_Adult_HIV_Patients_Initiating_Antiretroviral_Therapy_in_Tigray_Ethiopia_A_Prospective_Observational_Cohort_Study_/1535738

命令行下载

curl -L -o "S1 Data.SAV" "https://ndownloader.figshare.com/files/6766902"
curl -L -o "S2 Data.SAV" "https://ndownloader.figshare.com/files/6766905"
curl -L -o "S3 Data.SAV" "https://ndownloader.figshare.com/files/6766908"

文件清单

• S1 Data.SAV（53.89 KB）
• S2 Data.SAV（26.83 KB）
• S3 Data.SAV（27.09 KB）

文件总体积 107.80 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
Although Ethiopia has been scaling up the antiretroviral therapy (ART) services, low retention in care of patients remains one of the main obstacles to treatment success. We report data on retention in care and its associated determinants in Tigray, Ethiopia.
Methods
We used data from the CASA project, a prospective observational and multi-site study of a cohort of HIV-infected patients who initiated ART for the first time in Tigray. Four participating health facilities (HFs) located in the South of Tigray were considered for this study. Patients were followed for one year after ART initiation. The main outcome measure was represented by the current retention in care, defined as the proportion of patients who were alive and receiving ART at the same HF one year after ART initiation. Patients who started ART between January 1, 2013 and December 31, 2013 were included in this analysis. Patients were followed for one year after ART initiation. The determinants of retention were analysed using univariate and multivariate Cox Proportional Hazards model with robust sandwich estimates to account for within HF correlation.
Results
The four participating HFs in Tigray were able to retain overall 85.1% of their patients after one year from starting ART. Loss to follow-up (5.5%) and transfers to other HF (6.6) were the main determinant of attrition. A multivariate analysis shows that the factors significantly associated with retention were the type of HF, gender and active TB. Alamata health center was the HF with the highest attrition rate (HR 2.99, 95% CI: 2.77–3.23). Active TB (HR 1.72, 95% CI: 1.23–2.41) and gender (HR 1.64, 95% CI: 1.10–2.56) were also significantly associated with attrition.
Conclusions
Although Ethiopia has significantly improved access to the ART program, achieving and maintaining a satisfactory long-term retention rate is a future goal. This is difficult because of different retention rates among HFs. Moreover specific interventions should be directed to people of different sex to improve retention in care in male population.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0136117（source: https://plos.figshare.com/articles/dataset/_Retention_in_Care_of_Adult_HIV_Patients_Initiating_Antiretroviral_Therapy_in_Tigray_Ethiopia_A_Prospective_Observational_Cohort_Study_/1535738）。