秘鲁可持续容积扫描成像肺脏远程超声数据表1
秘鲁农村肺脏远程超声实施评估数据集,包含患者调查和访谈数据。

基本信息
资源简介
秘鲁可持续容积扫描成像肺脏远程超声数据表1
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 1.62 MB,主题涵盖 global health、lung ultrasound、pneumonia、pulmonary disease、telemedicine,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Datasheet1_Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging.docx》。源站首次发布:2023-04-03。
【数据内容】
源站原始描述:BackgroundPulmonary disease is a common cause of morbidity and mortality, but the majority of the people in the world lack access to diagnostic imaging for its assessment. We conducted an implementation assessment of a potentially sustainable and cost-effective model for delivery of volume sweep imaging (VSI) lung teleultrasound in Peru. This model allows image acquisition by individuals without prior ultrasound experience after only a few hours of training. MethodsLung teleultrasound was implem…
【数据结构与技术规格】
文件数 1 个,合计 1.62 MB。Datasheet1_Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,1.62 MB。数据集 DOI:10.3389/frhs.2023.1002208.s001。
【主题与分类】
源站学科分类:Health Information Systems (incl. Surveillance)、Primary Health Care、Public Health and Health Services not elsewhere classified、Health Care、Health Economics。主题标签:global health、lung ultrasound、pneumonia、pulmonary disease、telemedicine、ultrasound。
【适用方向】
文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Datasheet1_Sustainable_volume_sweep_imaging_lung_teleultrasound_in_Peru_Public_health_perspectives_from_a_new_frontier_in_expanding_access_to_imaging_docx/22494097
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Marini, Thomas J.; Castaneda, Benjamin; Satheesh, Malavika; Zhao, Yu T.; Reátegui-Rivera, C. Mahony; Sifuentes, Walter; et al. (2023). Datasheet1_Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging.docx. Frontier…
【使用注意】
· 源站最后修改于 2023-06-20,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:Datasheet1_Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging.docx
- DOI:10.3389/frhs.2023.1002208.s001
- 发布日期:2023-04-03
- 文件数:1 个
- 文件总体积:1.62 MB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Datasheet1_Sustainable_volume_sweep_imaging_lung_teleultrasound_in_Peru_Public_health_perspectives_from_a_new_frontier_in_expanding_access_to_imaging_docx/22494097
命令行下载
curl -L -o "Datasheet1_Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging.docx" "https://ndownloader.figshare.com/files/39949162"
文件清单
Datasheet1_Sustainable volume sweep imaging lung teleultrasound in Peru: Public health perspectives from a new frontier in expanding access to imaging.docx(1.62 MB)
文件总体积 1.62 MB(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
BackgroundPulmonary disease is a common cause of morbidity and mortality, but the majority of the people in the world lack access to diagnostic imaging for its assessment. We conducted an implementation assessment of a potentially sustainable and cost-effective model for delivery of volume sweep imaging (VSI) lung teleultrasound in Peru. This model allows image acquisition by individuals without prior ultrasound experience after only a few hours of training.
MethodsLung teleultrasound was implemented at 5 sites in rural Peru after a few hours of installation and staff training. Patients were offered free lung VSI teleultrasound examination for concerns of respiratory illness or research purposes. After ultrasound examination, patients were surveyed regarding their experience. Health staff and members of the implementation team also participated in separate interviews detailing their views of the teleultrasound system which were systematically analyzed for key themes.
ResultsPatients and staff rated their experience with lung teleultrasound as overwhelmingly positive. The lung teleultrasound system was viewed as a potential way to improve access to imaging and the health of rural communities. Detailed interviews with the implementation team revealed obstacles to implementation important for consideration such as gaps in lung ultrasound understanding.
ConclusionsLung VSI teleultrasound was successfully deployed to 5 health centers in rural Peru. Implementation assessment revealed enthusiasm for the system among members of the community along with important areas of consideration for future teleultrasound deployment. This system offers a potential means to increase access to imaging for pulmonary illness and improve the health of the global community.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/frhs.2023.1002208.s001(source: https://frontiersin.figshare.com/articles/dataset/Datasheet1_Sustainable_volume_sweep_imaging_lung_teleultrasound_in_Peru_Public_health_perspectives_from_a_new_frontier_in_expanding_access_to_imaging_docx/22494097)。
需要用于商业化训练或医疗器械注册(NMPA/FDA)?
公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。




