艾滋病专科随访患者临床风险分类

数据集获取（Figshare）

• 源站标题：Classification of clinical risk in people with AIDS followed up in specialized care
• DOI：10.6084/m9.figshare.9870731.v1
• 发布日期：2019-09-18
• 文件数：5 个
• 文件总体积：351.37 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Classification_of_clinical_risk_in_people_with_AIDS_followed_up_in_specialized_care/9870731

命令行下载

curl -L -o "0034-7167-reben-72-05-1235-gf01.jpg" "https://ndownloader.figshare.com/files/17699978"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/17699987"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/17699993"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/17700002"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/17700011"

文件清单

• 0034-7167-reben-72-05-1235-gf01.jpg（316.55 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（9.73 KB）
• Table_3.xls（9.73 KB）
• Table_4.xls（9.73 KB）

文件总体积 351.37 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 Aim: To develop a clinical risk stratification score for people living with AIDS and to analyze its association with clinical and sociodemographic aspects. Method: Cross-sectional study involving 150 adults with AIDS, in outpatient follow-up. A structured instrument was applied and, sequentially, inferential statistical techniques on the developed score. Results: 45.3% of the participants were classified as in high clinical risk. TL-CD4+ <500cel/mm3 count, detectable viral load, presence of opportunistic diseases, chronic diseases and clinical manifestations were associated with high clinical risk. There was a significant difference in the mean risk between the categories of variables employment status (p = 0.003) and economic class (p = 0.035). There was a higher risk for brown people (OR = 5.55), unemployed status (OR = 16,51) and belonging to classes C (OR = 20.07) and D (OR = 53,32), and a lower risk for individuals with higher schooling (OR = 0.02). Conclusion: The proposed score quantifies clinical situations and points out sociodemographic aspects that predispose to instability and aggravation of AIDS, supporting the qualification of care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.9870731.v1（source: https://scielo.figshare.com/articles/dataset/Classification_of_clinical_risk_in_people_with_AIDS_followed_up_in_specialized_care/9870731）。