心力衰竭支持性护理的混合方法评估
该数据集包含47名医疗系统高管和医护人员的定量调查和定性访谈数据,用于评估心力衰竭支持性护理实践与标准化挑战。

基本信息
资源简介
心力衰竭支持性护理的混合方法评估
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 423.79 KB,主题涵盖 healthcare perspective、heart failure、integrated delivery system、mixed methods、supportive care,可用于统计建模、特征工程与队列分析,CC BY-NC-ND 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《A mixed-methods landscape assessment of supportive care for heart failure》。配套论文《A mixed-methods landscape assessment of supportive care for heart failure》发表于 Future Cardiology(2024),DOI:10.2217/fca-2023-0146。项目资助方:Pfizer, (Grant / Award Number: )。源站首次发布:2024-03-08。
【数据内容】
源站原始描述:Aim: Understanding factors that shape leading health systems’ (LHS) perspectives around heart failure (HF) treatment. Patients & methods: First of its kind study using a cross-sectional, descriptive, mixed method design (from executives and frontline healthcare providers) with quantitative survey (n = 35) and qualitative interview (n = 12) data from 47 participants (41 different LHS). Results: 97% of LHS had dedicated HF programs, but variations in maturity highlights opportunities for care stan…
【数据结构与技术规格】
文件数 2 个,合计 423.79 KB。Supplementary_File_1.pdf:application/pdf,197.47 KB。Supplementary_File_2.pdf:application/pdf,226.32 KB。数据集 DOI:10.25402/FCA.25368208.v2。
【主题与分类】
主题标签:healthcare perspective、heart failure、integrated delivery system、mixed methods、supportive care。
【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/A_mixed-methods_landscape_assessment_of_supportive_care_for_heart_failure/25368208
使用许可:CC BY-NC-ND 4.0(https://creativecommons.org/licenses/by-nc-nd/4.0/)。
规范引用:A mixed-methods landscape assessment of supportive care for heart failure. Taylor & Francis. Sulemanjee, Nasir; Vizgirda, Vida; Naik, Krishna; Redman, Chelsea; Tarasenko, Lisa; Jacobs, Ira
【使用注意】
· 源站最后修改于 2024-05-17,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:A mixed-methods landscape assessment of supportive care for heart failure
- DOI:10.25402/FCA.25368208.v2
- 发布日期:2024-03-08
- 文件数:2 个
- 文件总体积:423.79 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/A_mixed-methods_landscape_assessment_of_supportive_care_for_heart_failure/25368208
命令行下载
curl -L -o "Supplementary_File_1.pdf" "https://ndownloader.figshare.com/files/44934739"
curl -L -o "Supplementary_File_2.pdf" "https://ndownloader.figshare.com/files/44934742"
文件清单
Supplementary_File_1.pdf(197.47 KB)Supplementary_File_2.pdf(226.32 KB)
文件总体积 423.79 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
Aim: Understanding factors that shape leading health systems’ (LHS) perspectives around heart failure (HF) treatment. Patients & methods: First of its kind study using a cross-sectional, descriptive, mixed method design (from executives and frontline healthcare providers) with quantitative survey (n = 35) and qualitative interview (n = 12) data from 47 participants (41 different LHS). Results: 97% of LHS had dedicated HF programs, but variations in maturity highlights opportunities for care standardization. Treatment innovations continue, though practitioners may struggle to keep pace amid provider/patient barriers. HF programs strive to co-locate supportive care services to optimize treatment, but access can prove challenging. Conclusion: Opportunities exist, with external partner support, for LHS to become more comprehensive HF care providers, increasing standardization of care across LHS and improved HF treatment.
Plain language summary: What is this summary about?: We interviewed frontline healthcare workers (such as doctors and nurses) as well as executives at large US health systems to understand how they treat people with heart failure. What were the results?: We learned that healthcare workers as well as executives would like to provide many different services to help people with heart failure. However, many health systems do not have all of these services available and can only provide a few basic services. We also learned healthcare workers sometimes struggle to keep up to date with new scientific discoveries and heart failure treatments. What do the results mean?: With support from external healthcare partners, health systems can improve their ability to treat people with heart failure.
许可
CC BY-NC-ND 4.0
引用
学术使用请引用 DOI 10.25402/FCA.25368208.v2(source: https://tandf.figshare.com/articles/dataset/A_mixed-methods_landscape_assessment_of_supportive_care_for_heart_failure/25368208)。
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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