抑郁症和娱乐性药物使用对HIV感染者急诊科就诊和住院的影响

数据集获取（Figshare）

• 源站标题：Impact of depression and recreational drug use on emergency department encounters and hospital admissions among people living with HIV in Ontario: A secondary analysis using the OHTN cohort study
• DOI：10.1371/journal.pone.0195185
• 发布日期：2018-04-09
• 文件数：2 个
• 文件总体积：50.48 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Impact_of_depression_and_recreational_drug_use_on_emergency_department_encounters_and_hospital_admissions_among_people_living_with_HIV_in_Ontario_A_secondary_analysis_using_the_OHTN_cohort_study/6117143

命令行下载

curl -L -o "S1 Table.docx" "https://ndownloader.figshare.com/files/11030309"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/11030315"

文件清单

• S1 Table.docx（25.38 KB）
• S2 Table.docx（25.10 KB）

文件总体积 50.48 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
Nearly half of HIV-positive patients experience mental health and substance use problems, but many do not receive adequate or ongoing mental health or addiction care. This lack of ongoing care can result in the use of costly acute care services. Prospective evaluations of the relationship between psychiatric and substance use disorders and acute care services use are lacking, and this information is needed to understand unmet needs and improve access to appropriate services.
Methods
We conducted a secondary data analysis from a multicenter, longitudinal, prospective cohort study (n = 3,482 adults) between October 1, 2007 and March 31, 2013. We used explanatory extended Cox proportional hazard regression models to examine the impact of current depression and recreational drug use on acute care services use, and to explore whether current depression and recreational drug use were associated with potentially avoidable acute care services use.
Results
Over our 5.5 year study period, HIV-positive participants with current depression-only (aHR [95% CI]:1.2[1.1–1.4]), recreational drug use-only (1.3[1.1–1.6]), or co-occurring depression and recreational drug use (1.4[1.2–1.7]) were associated with elevated hazard of emergency department (ED) encounters compared to participants without these conditions. Over half of ED encounters were potentially avoidable. Participants with current depression-only (1.3[1.1–1.5];1.3[1.03–1.6]), recreational drug use-only (1.3[1.04–1.6];1.5[1.1–1.9]), or co-occurring depression and recreational drug use (1.3[1.04–1.7];1.4[1.06–1.9]) were associated with elevated hazard of low-acuity or repeated ED encounters respectively.
Conclusions
We found a significant increase in ED services use and potentially avoidable ED encounters (including low-acuity or repeated ED encounters), particularly among those with either current depression or recreational drug use. These findings emphasize the challenges in managing HIV and mental health/addiction co-morbidities in the current HIV care model. Future research should evaluate integrated and collaborative care programs for improving the coordination of care and effectively treat mental heal

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0195185（source: https://plos.figshare.com/articles/dataset/Impact_of_depression_and_recreational_drug_use_on_emergency_department_encounters_and_hospital_admissions_among_people_living_with_HIV_in_Ontario_A_secondary_analysis_using_the_OHTN_cohort_study/6117143）。