HIV感染者特征数据集
包含2,623名HIV感染者的电子健康记录和远程医疗使用数据,用于分析人口统计学和临床特征差异。

基本信息
资源简介
HIV感染者特征数据集
【数据集背景】
本数据集源站标题为《Characteristics of people with HIV (PWH).》。源站首次发布:2025-06-04。
【数据内容】
源站原始描述:Background To maintain HIV care during the COVID-19 pandemic, many HIV clinics across the United States adopted telehealth. However, not everyone participated in telehealth equally. This study assessed the use and disparities in telehealth and in-person HIV care at a large academic medical center in North Carolina (NC) relative to the COVID-19 pandemic. Methods Data from the Duke University Infectious Disease clinic in NC were extracted from electronic health records (EHR), aggregated across per…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 1.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0320911.t001。
【主题与分类】
源站学科分类:Medicine、Molecular Biology、Neuroscience、Biotechnology、Cancer、Infectious Diseases。主题标签:hispanic whites compared、higher among non、electronic health records、promote equitable care、person visit availability、maintain hiv care、person hiv care、xlink "> data、19 pandemic phase、xlink ">。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/Characteristics_of_people_with_HIV_PWH_/29237775
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Yelverton, Valerie; Ostermann, Jan; Yarrington, Michael E.; Weinhold, Andrew K; Natafgi, Nabil; Olatosi, Bankole; et al. (2025). Characteristics of people with HIV (PWH).. PLOS ONE. Dataset
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Characteristics of people with HIV (PWH).
- DOI:10.1371/journal.pone.0320911.t001
- 发布日期:2025-06-04
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Characteristics_of_people_with_HIV_PWH_/29237775
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/55121697"
文件清单
Table 1.xls(9.73 KB)
文件总体积 9.73 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
To maintain HIV care during the COVID-19 pandemic, many HIV clinics across the United States adopted telehealth. However, not everyone participated in telehealth equally. This study assessed the use and disparities in telehealth and in-person HIV care at a large academic medical center in North Carolina (NC) relative to the COVID-19 pandemic.
Methods
Data from the Duke University Infectious Disease clinic in NC were extracted from electronic health records (EHR), aggregated across persons with HIV (PWH) by calendar month, visit type (in-person vs. telehealth HIV care), and by key sociodemographic and clinical characteristics. Variation in HIV care over time was analyzed graphically by age, sex, race and ethnicity, county of residence, and viral load (VL) history.
Results
EHR data from 2,623 PWH receiving care between January 2019 and March 2023 were included. Telehealth use sharply increased in the first months of the pandemic and decreased thereafter. Telehealth use was higher among non-Hispanic Whites compared to People of Color. Most PWH (93%) had a first post-onset-of-the-pandemic (pop) HIV care visit on March 16, 2020 and thereafter. The proportion of telehealth first pop visits peaked in April 2020 with 88% telehealth visits.
Conclusions
Telehealth bridged the initial COVID-19 pandemic phase with drastically reduced in-person visit availability, yet it was not equally utilized across race and ethnicity groups. To guide the optimal integration of telehealth in HIV care and promote equitable care in the future, HIV care outcomes need to be closely monitored, and strategies designed to promote access for Communities of Color are needed.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0320911.t001(source: https://plos.figshare.com/articles/dataset/Characteristics_of_people_with_HIV_PWH_/29237775)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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