药物洗脱支架成本效益分析数据集

基于12,710例PCI患者的成本效益数据,分析药物洗脱支架与裸金属支架在不同适应症下的增量成本效益比。

Figshare
2019-12-24 更新
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表格Drug-eluting stentsbare-metal stentscost-effectivenessrisk factorsguidelinestarget-vessel revascularisation
The cost-effectiveness of guideline-driven use of drug-eluting stents: propensity-score matched analysis of a seven-year multicentre experience

基本信息

模态
表格
大小
0.000531863 GB
许可
CC BY 4.0
创建/更新时间
2019-12-24
版本
v2

资源简介

药物洗脱支架成本效益分析数据集

【数据集背景】

本数据集源站标题为《The cost-effectiveness of guideline-driven use of drug-eluting stents: propensity-score matched analysis of a seven-year multicentre experience》。配套论文《The cost-effectiveness of guideline-driven use of drug-eluting stents: propensity-score matched analysis of a seven-year multicentre experience》发表于 Current Medical Research and Opinion(2020),DOI:10.1080/03007995.2019.1708288。源站首次发布:2020-01-20。

【数据内容】

源站原始描述:Background: In routine clinical practice, the implantation of a drug-eluting stent (DES) versus a bare metal stent (BMS) for percutaneous coronary intervention (PCI) has been guided by criteria for appropriate use. The cost-effectiveness (CE) of adopting these guidelines, however, is not clear, and was investigated from the perspective of the Australian healthcare payer. Methods and results: Baseline and 12-month follow-up data of 12,710 PCI patients enrolled in the Melbourne Interventional Grou…

【数据结构与技术规格】

文件数 2 个,合计 531.86 KB。icmo_a_1708288_sm5187.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,456.83 KB。icmo_a_1708288_sm5186.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,75.03 KB。数据集 DOI:10.6084/m9.figshare.11447655.v2。

【主题与分类】

源站学科分类:Medicine、Pharmacology、Ecology、Sociology、Cancer、Science Policy。主题标签:Drug-eluting stents、bare-metal stents、cost-effectiveness、risk factors、guidelines、target-vessel revascularisation。

【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/The_cost-effectiveness_of_guideline-driven_use_of_drug-eluting_stents_propensity-score_matched_analysis_of_a_seven-year_multicentre_experience/11447655

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

规范引用:The cost-effectiveness of guideline-driven use of drug-eluting stents: propensity-score matched analysis of a seven-year multicentre experience. Taylor & Francis. Ariyaratne, Thathya V.; Ademi, Zanfina; Ofori-Asenso, Richard; Huq, Molla M.; Duffy, Stephen J.; Yan, Bryan P.; et al

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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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。

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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)

命令行下载

curl -L -o "icmo_a_1708288_sm5187.docx" "https://ndownloader.figshare.com/files/20414538"
curl -L -o "icmo_a_1708288_sm5186.docx" "https://ndownloader.figshare.com/files/20414541"

文件清单

  • icmo_a_1708288_sm5187.docx(456.83 KB)
  • icmo_a_1708288_sm5186.docx(75.03 KB)

文件总体积 531.86 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: In routine clinical practice, the implantation of a drug-eluting stent (DES) versus a bare metal stent (BMS) for percutaneous coronary intervention (PCI) has been guided by criteria for appropriate use. The cost-effectiveness (CE) of adopting these guidelines, however, is not clear, and was investigated from the perspective of the Australian healthcare payer.
Methods and results: Baseline and 12-month follow-up data of 12,710 PCI patients enrolled in the Melbourne Interventional Group (MIG) registry between 2004 and 2011 were analysed. Costs inputs were derived from a clinical costing database and published sources. Propensity-score-matching was performed for DES and BMS groups within sub-groups. Incremental cost-effectiveness ratios (ICERs) were evaluated for all patients, and sub-groups of patients with ‘0’, 1, 2, or ≥3 indications for a DES. The incremental cost per target vessel revascularization avoided for the overall population was $24,683, and for patients with 0, 1, and 2 indications for a DES was $44,635, $33,335, and $23,788, respectively. However, for those with >3 indications, DES compared with BMS was associated with cost savings. At willingness to pay thresholds of $45,000–$75,000, the probability of cost-effectiveness of DES for the overall cohort was 71–91%, ‘0’ indications, 49–67%, 1 indication, 56–82%, 2 indications, 70–90%, and ≥3 indications, 97–99%.
Conclusions: The cost-effectiveness of DES compared with BMS increased with increasing risk profile of patients from those who had 1, 2, to ≥3 indications for a DES. When compared with BMS, DES was least cost effective among patients with ‘0’ indications for a DES. Based on these results, selective use of DES implantation is supported. These findings may be useful for evidence-based clinical decision-making.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11447655.v2(source: https://tandf.figshare.com/articles/dataset/The_cost-effectiveness_of_guideline-driven_use_of_drug-eluting_stents_propensity-score_matched_analysis_of_a_seven-year_multicentre_experience/11447655)。

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