S1 Data -
斐济Big SHIFT试验补充数据,用于估算疥疮及相关皮肤软组织感染的直接医疗成本与疾病负担。

基本信息
资源简介
S1 Data -
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 514.68 KB,主题涵盖 total annual number、soft tissue infections、skin conditions contribute、prevention would reduce、heavy economic burden,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】
源站首次发布:2024-10-10。
【数据内容】
源站原始描述:Scabies and related bacterial skin and soft tissue infections (SSTIs) are highly prevalent in many tropical, low- and middle-income settings. These skin conditions contribute to higher healthcare costs and burdens on healthcare systems. The Big Skin Health Intervention Fiji Trial (“Big SHIFT”) carried out surveillance for scabies and SSTIs from July 2018 to June 2019 in the Northern Division of Fiji, an area with high prevalence of scabies, prior to a division-wide ivermectin-based mass drug adm…
【数据结构与技术规格】
文件数 1 个,合计 514.68 KB。pgph.0003706.s005.dta:application/octet-stream,514.68 KB。数据集 DOI:10.1371/journal.pgph.0003706.s005。
【主题与分类】
源站学科分类:Biotechnology、Immunology、Developmental Biology、Science Policy、Infectious Diseases、Virology。主题标签:total annual number、soft tissue infections、skin conditions contribute、prevention would reduce、heavy economic burden、health system perspective、cost per capita、primary healthcare presentations、2018 &# 8211、related skin infections。
【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/S1_Data_-/27206841
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Akpan, Edifofon; Thean, Li Jun; Baskota, Rabindra; Mani, Jyotishna; Mow, Maria; Kama, Mike; et al. (2024). S1 Data -. PLOS Global Public Health. 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:S1 Data -
- DOI:10.1371/journal.pgph.0003706.s005
- 发布日期:2024-10-10
- 文件数:1 个
- 文件总体积:514.68 KB
- 源站页面:https://plos.figshare.com/articles/dataset/S1_Data_-/27206841
命令行下载
curl -L -o "pgph.0003706.s005.dta" "https://ndownloader.figshare.com/files/49734516"
文件清单
pgph.0003706.s005.dta(514.68 KB)
文件总体积 514.68 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
Scabies and related bacterial skin and soft tissue infections (SSTIs) are highly prevalent in many tropical, low- and middle-income settings. These skin conditions contribute to higher healthcare costs and burdens on healthcare systems. The Big Skin Health Intervention Fiji Trial (“Big SHIFT”) carried out surveillance for scabies and SSTIs from July 2018 to June 2019 in the Northern Division of Fiji, an area with high prevalence of scabies, prior to a division-wide ivermectin-based mass drug administration (MDA) campaign. Using data from Big SHIFT, we sought to estimate the annual direct healthcare costs of scabies and related SSTIs for the Northern Division and extrapolate these costs to the national level. We categorized SSTIs as being potentially scabies-related or unlikely scabies-related, based on a previous study. The analysis used a health system perspective, with the main resource use categories of outpatient visits, bed days during admissions, medicines, and diagnostic tests. We extrapolated the total annual number of cases and direct healthcare costs for all divisions in Fiji based upon previous scabies and impetigo prevalence data across all divisions. The average cost per PHC presentation for scabies was US$17.7, and for potentially scabies-related SSTI was $18.3. The average cost per hospital admission for a potentially scabies-related SSTI case was $439. The estimated annual healthcare costs of scabies and related SSTIs in Fiji was US$3.0 million, with cost per capita of $3.3. Scabies and related SSTIs lead to a heavy economic burden in Fiji and prevention would reduce these healthcare costs.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pgph.0003706.s005(source: https://plos.figshare.com/articles/dataset/S1_Data_-/27206841)。
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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