不同形式远程医疗对心力衰竭患者的比较效果:系统综述和网络Meta分析

该数据集汇总了30项RCT数据,评估不同远程医疗方式对心衰患者死亡率和住院率的影响。

Figshare
2016-01-15 更新
浏览 23
表格telephone supportmortalitymedlineoddembaseHeart failureheart failure hospitalizationecgtelemedicineCINAHLsrrct
Comparative Effectiveness of Different Forms of Telemedicine for Individuals with Heart Failure (HF): A Systematic Review and Network Meta-Analysis

基本信息

模态
表格
大小
0.001213369 GB
许可
CC BY 4.0
创建/更新时间
2016-01-15
版本
v1

资源简介

不同形式远程医疗对心力衰竭患者的比较效果:系统综述和网络Meta分析

【数据集背景】

本数据集源站标题为《Comparative Effectiveness of Different Forms of Telemedicine for Individuals with Heart Failure (HF): A Systematic Review and Network Meta-Analysis》。配套论文《Comparative Effectiveness of Different Forms of Telemedicine for Individuals with Heart Failure (HF): A Systematic Review and Network Meta-Analysis》发表于 PLOS ONE(2015),DOI:10.1371/journal.pone.0118681。源站首次发布:2015-02-25。

【数据内容】

源站原始描述:Background Previous studies on telemedicine have either focused on its role in the management of chronic diseases in general or examined its effectiveness in comparison to standard post-discharge care. Little has been done to determine the comparative impact of different telemedicine options for a specific population such as individuals with heart failure (HF). Methods and Findings Systematic reviews (SR) of randomized controlled trials (RCTs) that examined telephone support, telemonitoring, vid…

【数据结构与技术规格】

文件数 4 个,合计 1.21 MB。S1_PRISMA_Checklist.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,21.62 KB。S1_Fig.tif:image/tiff,278.79 KB。S2_Fig.tif:image/tiff,185.72 KB。数据集 DOI:10.1371/journal.pone.0118681。

【主题与分类】

源站学科分类:Biological Sciences。主题标签:telephone support、mortality、medline、odd、embase、Heart failure、heart failure hospitalization、ecg、telemedicine、CINAHL。

【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/_Comparative_Effectiveness_of_Different_Forms_of_Telemedicine_for_Individuals_with_Heart_Failure_HF_A_Systematic_Review_and_Network_Meta_Analysis_/1318401

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Kotb, Ahmed; Cameron, Chris; Hsieh, Shuching; Wells, George (2016). Comparative Effectiveness of Different Forms of Telemedicine for Individuals with Heart Failure (HF): A Systematic Review and Network Meta-Analysis. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-03,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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "S1_PRISMA_Checklist.docx" "https://ndownloader.figshare.com/files/1925010"
curl -L -o "S1_Fig.tif" "https://ndownloader.figshare.com/files/1925011"
curl -L -o "S2_Fig.tif" "https://ndownloader.figshare.com/files/1925012"
curl -L -o "S1_File.docx" "https://ndownloader.figshare.com/files/1925013"

文件清单

  • S1_PRISMA_Checklist.docx(21.62 KB)
  • S1_Fig.tif(278.79 KB)
  • S2_Fig.tif(185.72 KB)
  • S1_File.docx(727.23 KB)

文件总体积 1.21 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

Background
Previous studies on telemedicine have either focused on its role in the management of chronic diseases in general or examined its effectiveness in comparison to standard post-discharge care. Little has been done to determine the comparative impact of different telemedicine options for a specific population such as individuals with heart failure (HF).
Methods and Findings
Systematic reviews (SR) of randomized controlled trials (RCTs) that examined telephone support, telemonitoring, video monitoring or electrocardiographic monitoring for HF patients were identified using a comprehensive search of the following databases: MEDLINE, EMBASE, CINAHL and The Cochrane Library. Studies were included if they reported the primary outcome of mortality or any of the following secondary outcomes: all-cause hospitalization and heart failure hospitalization. Thirty RCTs (N = 10,193 patients) were included. Compared to usual care, structured telephone support was found to reduce the odds of mortality(Odds Ratio 0.80; 95% Credible Intervals [0.66 to 0.96]) and hospitalizations due to heart failure (0.69; [0.56 to 0.85]). Telemonitoring was also found to reduce the odds of mortality(0.53; [0.36 to 0.80]) and reduce hospitalizations related to heart failure (0.64; [0.39 to 0.95]) compared to usual post-discharge care. Interventions that involved ECG monitoring also reduced the odds of hospitalization due to heart failure (0.71; [0.52 to 0.98]).
Limitations
Much of the evidence currently available has focused on the comparing either telephone support or telemonitoring with usual care. This has therefore limited our current understanding of how some of the less common forms of telemedicine compare to one another.
Conclusions
Compared to usual care, structured telephone support and telemonitoring significantly reduced the odds of deaths and hospitalization due to heart failure. Despite being the most widely studied forms of telemedicine, little has been done to directly compare these two interventions against one another. Further research into their comparative cost-effectiveness is also warranted.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0118681(source: https://plos.figshare.com/articles/dataset/_Comparative_Effectiveness_of_Different_Forms_of_Telemedicine_for_Individuals_with_Heart_Failure_HF_A_Systematic_Review_and_Network_Meta_Analysis_/1318401)。

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。千方医数集依托三甲直采网络,提供合规、去标识化、支持注册级质控的专病数据集交易服务。