巴西统一卫生系统中CCTA与其他非侵入性成像模态对疑似阻塞性冠心病诊断的成本效果分析

巴西SUS系统中对疑似阻塞性冠心病患者的非侵入性成像诊断策略的成本效果分析数据集,包含决策树模型计算的ICER和净效益数据。

SciELO journalsSciELO journals
DataCite Commons
2022-05-31 更新
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表格Coronary DiseaseStable AnginaCost-Benefit AnalysisDiagnostic TechniquesCardiovascular
Cost-Effectiveness Analysis of CCTA in SUS, as Compared to Other Non-Invasive Imaging Modalities in Suspected Obstructive CAD

基本信息

模态
表格
大小
0.00005632 GB
许可
CC BY 4.0
创建/更新时间
2022-05-31
版本
v1

资源简介

巴西统一卫生系统中CCTA与其他非侵入性成像模态对疑似阻塞性冠心病诊断的成本效果分析

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 10 个文件、合计 56.32 KB,主题涵盖 Coronary Disease、Stable Angina、Cost-Benefit Analysis、Diagnostic Techniques、Cardiovascular,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《Cost-Effectiveness Analysis of CCTA in SUS, as Compared to Other Non-Invasive Imaging Modalities in Suspected Obstructive CAD》。源站首次发布:2022-05-31。

【数据内容】

源站原始描述:Abstract Background The Brazilian public health system does not include computed tomography angiography (CTA). Objective Rank, according to the Brazilian public health system, the cost-effectiveness of different strategies for the diagnosis of coronary artery disease (CAD), combining exercise tests (ET), myocardial scintigraphy (MS), stress echocardiography (SE), and CTA in a hypothetical intermediate pre-test probability cohort of patients. Methods This study implemented a cost-effectiveness an…

【数据结构与技术规格】

文件数 10 个,合计 56.32 KB。数据集 DOI:10.6084/m9.figshare.19941392.v1。

【主题与分类】

源站学科分类:Cardiology。主题标签:Coronary Disease、Stable Angina、Cost-Benefit Analysis、Diagnostic Techniques、Cardiovascular。

【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://scielo.figshare.com/articles/dataset/Cost-Effectiveness_Analysis_of_CCTA_in_SUS_as_Compared_to_Other_Non-Invasive_Imaging_Modalities_in_Suspected_Obstructive_CAD/19941392

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

规范引用:Carmo, Patricia Bastos do; Magliano, Carlos Alberto da Silva; Rey, Helena Cramer Veiga; Camargo, Gabriel C.; Trocado, Luís Filipe Lannes; Gottlieb, Ilan (2022). Cost-Effectiveness Analysis of CCTA in SUS, as Compared to Other Non-Invasive Imaging Modalities in Suspected Obstructive CAD. SciELO journ…

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

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)

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35469977"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35469980"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35469983"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/35469986"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/35469989"
curl -L -o "Table_6.xls" "https://ndownloader.figshare.com/files/35469992"
curl -L -o "Table_7.xls" "https://ndownloader.figshare.com/files/35469995"
curl -L -o "Table_8.xls" "https://ndownloader.figshare.com/files/35469998"

文件清单

  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(5.63 KB)
  • Table_5.xls(5.63 KB)
  • Table_6.xls(5.63 KB)
  • Table_7.xls(5.63 KB)
  • Table_8.xls(5.63 KB)
  • Table_9.xls(5.63 KB)
  • Table_10.xls(5.63 KB)

文件总体积 56.32 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

Abstract Background The Brazilian public health system does not include computed tomography angiography (CTA). Objective Rank, according to the Brazilian public health system, the cost-effectiveness of different strategies for the diagnosis of coronary artery disease (CAD), combining exercise tests (ET), myocardial scintigraphy (MS), stress echocardiography (SE), and CTA in a hypothetical intermediate pre-test probability cohort of patients. Methods This study implemented a cost-effectiveness analysis through a decision tree. The incremental cost-effectiveness ratio (ICER) and net benefit were analyzed by adopting multiple thresholds of willingness to pay, from 0.05 to 1 GDP per capita per correct diagnosis. In sequential tests, a second confirmatory test was performed only when the first was positive. Results After excluding dominated or extended dominance diagnostic strategies, the efficiency frontier consisted of three strategies: ET, ET followed by SE, and SE followed by CTA, the last being the most cost-effective strategy. Through the net benefit, the ranking of the most cost-effective strategies varied according to willingness to pay. Conclusions Using current concepts of health technology assessment, this study provides a ranking for decision-making concerning which diagnostic strategy to use in a population with an intermediate pre-test risk for CAD. With a feasible cost estimate adopted for CTA, the impact of including this to the list of the diagnostic arsenal would represent a cost-effective strategy in most of the evaluated scenarios with broad variations in the willingness to pay.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19941392.v1(source: https://scielo.figshare.com/articles/dataset/Cost-Effectiveness_Analysis_of_CCTA_in_SUS_as_Compared_to_Other_Non-Invasive_Imaging_Modalities_in_Suspected_Obstructive_CAD/19941392)。

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