治疗扩大时代台湾HIV阳性患者晚期启动联合抗逆转录病毒治疗的趋势和结果
包含台湾HIV阳性患者cART启动的临床表格数据,分析2012-2016年晚期启动趋势及死亡率等结果。

基本信息
资源简介
治疗扩大时代台湾HIV阳性患者晚期启动联合抗逆转录病毒治疗的趋势和结果
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 651.26 KB,主题涵盖 combination antiretroviral therapy、CD 4 count、AHR、antiretroviral-naive HIV-positive adults、non-intravenous drug users,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Trends and outcomes of late initiation of combination antiretroviral therapy driven by late presentation among HIV-positive Taiwanese patients in the era of treatment scale-up》。配套论文《Trends and outcomes of late initiation of combination antiretroviral therapy driven by late presentation among HIV-positive Taiwanese patients in the era of treatment scale-up》发表于 PLOS ONE(2017),DOI:10.1371/journal.pone.0179870。源站首次发布:2017-06-30。
【数据内容】
源站原始描述:Objectives The international and national HIV treatment guidelines in 2016 have focused on scaling up access to combination antiretroviral therapy (cART). We aimed to assess the trends and treatment outcomes of late cART initiation in Taiwan. Methods Between June 2012 and May 2016, we retrospectively included antiretroviral-naive HIV-positive adults who initiated cART. Late initiation was defined as when cART was initiated in patients with a CD4 count 3 or having experienced AIDS-defining illnes…
【数据结构与技术规格】
文件数 2 个,合计 651.26 KB。pone.0179870.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,100.99 KB。pone.0179870.s002.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,550.27 KB。数据集 DOI:10.1371/journal.pone.0179870。
【主题与分类】
源站学科分类:Biochemistry、Medicine、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签:combination antiretroviral therapy、CD 4 count、AHR、antiretroviral-naive HIV-positive adults、non-intravenous drug users、1- year increase、CI、3655 HIV-positive patients、cART initiation、AOR。
【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/Trends_and_outcomes_of_late_initiation_of_combination_antiretroviral_therapy_driven_by_late_presentation_among_HIV-positive_Taiwanese_patients_in_the_era_of_treatment_scale-up/5162731
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Lin, Kuan-Yin; Cheng, Chien-Yu; Li, Chia-Wen; Yang, Chia-Jui; Tsai, Mao-Song; Liu, Chun-Eng; et al. (2017). Trends and outcomes of late initiation of combination antiretroviral therapy driven by late presentation among HIV-positive Taiwanese patients in the era of treatment scale-up. PLOS ONE. Datas…
【使用注意】
· 源站最后修改于 2023-06-01,引用时请注意版本时效。
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:Trends and outcomes of late initiation of combination antiretroviral therapy driven by late presentation among HIV-positive Taiwanese patients in the era of treatment scale-up
- DOI:10.1371/journal.pone.0179870
- 发布日期:2017-06-30
- 文件数:2 个
- 文件总体积:651.26 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Trends_and_outcomes_of_late_initiation_of_combination_antiretroviral_therapy_driven_by_late_presentation_among_HIV-positive_Taiwanese_patients_in_the_era_of_treatment_scale-up/5162731
命令行下载
curl -L -o "pone.0179870.s001.docx" "https://ndownloader.figshare.com/files/8794516"
curl -L -o "pone.0179870.s002.xlsx" "https://ndownloader.figshare.com/files/8794537"
文件清单
pone.0179870.s001.docx(100.99 KB)pone.0179870.s002.xlsx(550.27 KB)
文件总体积 651.26 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
Objectives
The international and national HIV treatment guidelines in 2016 have focused on scaling up access to combination antiretroviral therapy (cART). We aimed to assess the trends and treatment outcomes of late cART initiation in Taiwan.
Methods
Between June 2012 and May 2016, we retrospectively included antiretroviral-naive HIV-positive adults who initiated cART. Late initiation was defined as when cART was initiated in patients with a CD4 count 3 or having experienced AIDS-defining illnesses. The treatment outcomes were assessed up to 6 months after starting cART.
Results
We included 3655 HIV-positive patients, and the majority of the patients were male (95.4%) with a median age of 31 years and initiated non-nucleoside reverse-transcriptase inhibitor-containing regimens (87.0%). The median CD4 count at cART initiation increased from 207 cells/mm3 in 2012 to 298 cells/mm3 in 2016, and the overall proportion of late cART initiation decreased from 49.1% in 2012 to 29.0% in 2016 (P for trend Conclusions
While the proportion of late cART initiation decreased over time in Taiwan, late initiation remained in a substantial proportion of HIV-positive patients. The late initiators had higher risk for poor outcomes. The need for strategies to earlier detection of HIV infection and expediting cART initiation should be highlighted, especially among the older population.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0179870(source: https://plos.figshare.com/articles/dataset/Trends_and_outcomes_of_late_initiation_of_combination_antiretroviral_therapy_driven_by_late_presentation_among_HIV-positive_Taiwanese_patients_in_the_era_of_treatment_scale-up/5162731)。
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。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




