利用质量改进倡议支持医疗决策支持工具开发数据集
基于质量改进项目数据，用于开发心房颤动抗凝服务决策支持工具的随机模拟数据集。
基本信息
资源简介
利用质量改进倡议支持医疗决策支持工具开发数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 4 个文件、合计 570.56 KB，主题涵盖 Quality improvement、discrete-event simulation、health、atrial fibrillation，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《Leveraging quality improvement initiatives to support development of decision support tools in healthcare》。配套论文《Leveraging quality improvement initiatives to support development of decision support tools in healthcare》发表于 Health Systems（2025），DOI：10.1080/20476965.2025.2500285。项目资助方：JV is primarily supported by the Research Council of Norway HARMONI project [349559] and the Measure for Improved Availability of medicines and vaccines [300867]; and the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) [443158418]. Funding for this project was provided in part by Health Innovation West of England (at the time of the study called the West of England Academic Health Science Network).。源站首次发布：2025-05-06。
【数据内容】
源站原始描述：Modelling and simulation studies have been used to inform the choices and development of quality improvement (QI) initiatives in health care, for example, by helping refine the intervention to be implemented or support decisions around the management of demand and capacity. We do not know whether a modelling study can itself be informed by a QI project and what are the associated benefits and challenges. In this research, we sought to investigate the opportunities and challenges associated with…
【数据结构与技术规格】
文件数 4 个，合计 570.56 KB。thss_a_2500285_sm4849.docx：application/vnd.openxmlformats-officedocument.wordprocessingml.document，194.39 KB。thss_a_2500285_sm4848.docx：application/vnd.openxmlformats-officedocument.wordprocessingml.document，71.61 KB。thss_a_2500285_sm4847.docx：application/vnd.openxmlformats-officedocument.wordprocessingml.document，112.64 KB。数据集 DOI：10.6084/m9.figshare.28936356.v1。
【主题与分类】
源站学科分类：Environmental Sciences not elsewhere classified、Ecology、Biological Sciences not elsewhere classified、Cancer、Science Policy。主题标签：Quality improvement、discrete-event simulation、health、atrial fibrillation。
【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://tandf.figshare.com/articles/dataset/Leveraging_quality_improvement_initiatives_to_support_development_of_decision_support_tools_in_healthcare/28936356
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Leveraging quality improvement initiatives to support development of decision support tools in healthcare. Taylor & Francis. Viana, Joe; Vasilakis, Christos; Stylianou, Neophytos
【使用注意】
· 源站最后修改于 2025-12-25，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：Leveraging quality improvement initiatives to support development of decision support tools in healthcare
- DOI：10.6084/m9.figshare.28936356.v1
- 发布日期：2025-05-06
- 文件数：4 个
- 文件总体积：570.56 KB
- 源站页面：https://tandf.figshare.com/articles/dataset/Leveraging_quality_improvement_initiatives_to_support_development_of_decision_support_tools_in_healthcare/28936356
命令行下载
curl -L -o "thss_a_2500285_sm4849.docx" "https://ndownloader.figshare.com/files/54238473"
curl -L -o "thss_a_2500285_sm4848.docx" "https://ndownloader.figshare.com/files/54238476"
curl -L -o "thss_a_2500285_sm4847.docx" "https://ndownloader.figshare.com/files/54238479"
curl -L -o "thss_a_2500285_sm4846.docx" "https://ndownloader.figshare.com/files/54238482"
文件清单
thss_a_2500285_sm4849.docx（194.39 KB）thss_a_2500285_sm4848.docx（71.61 KB）thss_a_2500285_sm4847.docx（112.64 KB）thss_a_2500285_sm4846.docx（191.93 KB）
文件总体积 570.56 KB（源站 API 实测）。
数据说明
Modelling and simulation studies have been used to inform the choices and development of quality improvement (QI) initiatives in health care, for example, by helping refine the intervention to be implemented or support decisions around the management of demand and capacity. We do not know whether a modelling study can itself be informed by a QI project and what are the associated benefits and challenges. In this research, we sought to investigate the opportunities and challenges associated with an ongoing health service-led QI project in informing the development of a stochastic simulation-based decision support tool to inform decisions around the commissioning of anticoagulation services for patients with atrial fibrillation. We found that the positive synergies offered by the QI project included good access to stakeholders and envisaged end users, co-producing relevant and impactful scenarios for experimentation, as well as access to good quality individual patient level data. On the other hand, substantial effort was required to populate input parameters with values that pertain to the natural history of the disease and the effectiveness of the different treatments. Our findings indicate that, if stakeholders require modelling results to inform aspects of a QI project, upfront investment is needed to ensure timely interaction between the two studies.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.28936356.v1（source: https://tandf.figshare.com/articles/dataset/Leveraging_quality_improvement_initiatives_to_support_development_of_decision_support_tools_in_healthcare/28936356）。
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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