外部与内部环境:子主题与引文
提供爱沙尼亚基于风险的宫颈癌筛查利益相关者接受度定性研究的外部与内部环境子主题及引文。

基本信息
资源简介
外部与内部环境:子主题与引文
【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 17.92 KB,主题涵盖 raised significant concerns、prioritizing patient empowerment、improve screening outcomes、health insurance providers、comprehensive strategy emphasizing,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《Outer and inner setting. Subthemes and quotes.》。源站首次发布:2025-03-05。
【数据内容】
源站原始描述:Background The development of risk-based cancer screening programs requires a paradigm shift in existing practices and healthcare policies. Therefore, it is crucial to not only assess the effectiveness of new technologies and risk prediction models but also to analyze the acceptability of such programs among healthcare stakeholders. This study aims to assess the acceptability of risk-based cervical cancer screening (RB CCS) in Estonia from the perspectives of relevant stakeholders. Methods and m…
中文译文(机器翻译,仅供快速理解,请以原文为准):背景 基于风险的癌症筛查项目的开发需要对现有实践和医疗政策进行范式转变。因此,不仅需要评估新技术和风险预测模型的有效性,还需要分析此类项目在医疗利益相关者中的可接受性。本研究旨在从相关利益相关者的视角评估爱沙尼亚基于风险的宫颈癌筛查(RB CCS)的可接受性。 方法与材料 本定性研究对爱沙尼亚的医疗政策和服务层面的利益相关者进行了半结构化访谈。可接受性理论框架指导了访谈设计,研究结果基于实施研究综合框架采用框架分析法进行整理。 结果 共对17名利益相关者进行了访谈,包括医疗专业人员、癌症登记处代表、技术专家、政策制定者和健康保险提供者。尽管利益相关者普遍支持RB CCS的概念和潜在益处,认可其改善筛查结果和资源分配的能力,但他们对可行性、复杂性和伦理挑战提出了重大关切。他们对医疗系统和人群的准备程度表示怀疑,特别是当前健康信息系统支持基于风险方法的能力。研究强调了需要循证且经过国际验证的筛查模型、全面的公众沟通、提供者培训以及涉及所有相关方(包括公众)的协作讨论。 结论 利益相关者对RB CCS的积极态度为其进一步发展奠定了坚实基础。然而,一项综合策略至关重要,该策略应强调生成强有力的证据、加强医疗基础设施、优先考虑患者赋权,以及培育建立在信任基础上的协作环境。
【数据结构与技术规格】
文件数 1 个,合计 17.92 KB。Table 3.xls:application/vnd.ms-excel,17.92 KB。数据集 DOI:10.1371/journal.pone.0317986.t003。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Cancer、Science Policy、Infectious Diseases。主题标签:raised significant concerns、prioritizing patient empowerment、improve screening outcomes、health insurance providers、comprehensive strategy emphasizing、collaborative environment built、collaborative discussions involving、cancer registry representatives、strengthening healthcare infrastructure、stakeholders generally supported。
【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://plos.figshare.com/articles/dataset/Outer_and_inner_setting_Subthemes_and_quotes_/28541965
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Remmel, Maali-Liina; Suija, Kadri; Markina, Anna; Tisler, Anna; Ķīvīte-Urtāne, Anda; Stankūnas, Mindaugas; et al. (2025). Outer and inner setting. Subthemes and quotes.. 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:Outer and inner setting. Subthemes and quotes.
- DOI:10.1371/journal.pone.0317986.t003
- 发布日期:2025-03-05
- 文件数:1 个
- 文件总体积:17.92 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Outer_and_inner_setting_Subthemes_and_quotes_/28541965
命令行下载
curl -L -o "Table 3.xls" "https://ndownloader.figshare.com/files/52815196"
文件清单
Table 3.xls(17.92 KB)
文件总体积 17.92 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
The development of risk-based cancer screening programs requires a paradigm shift in existing practices and healthcare policies. Therefore, it is crucial to not only assess the effectiveness of new technologies and risk prediction models but also to analyze the acceptability of such programs among healthcare stakeholders. This study aims to assess the acceptability of risk-based cervical cancer screening (RB CCS) in Estonia from the perspectives of relevant stakeholders.
Methods and materials
This qualitative study employed semi-structured interviews with healthcare policy and service level stakeholders in Estonia. The Theoretical Framework of Acceptability guided the interview design, and the findings were charted using framework analysis based on the Consolidated Framework for Implementation Research.
Results
17 interviews were conducted with stakeholders, including healthcare professionals, cancer registry representatives, technology specialists, policymakers, and health insurance providers. While stakeholders generally supported the concept and potential benefits of RB CCS, recognizing its capacity to improve screening outcomes and resource allocation, they raised significant concerns about feasibility, complexity, and ethical challenges. Doubts were expressed about the readiness of the healthcare system and population, particularly the current health information system’s capacity to support risk-based approaches. The need for evidence-based and internationally validated screening models, comprehensive public communication, provider training, and collaborative discussions involving all relevant parties, including the public, was emphasized.
Conclusion
The favorable attitude towards RB CCS among stakeholders provides a strong foundation for advancing its development. However, a comprehensive strategy emphasizing the generation of robust evidence, strengthening healthcare infrastructure, prioritizing patient empowerment, and cultivating a collaborative environment built on trust is crucial.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0317986.t003(source: https://plos.figshare.com/articles/dataset/Outer_and_inner_setting_Subthemes_and_quotes_/28541965)。
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。




