冠状动脉疾病风险因素对巴西统一卫生系统心肌血运重建手术住院费用的影响

研究冠状动脉疾病风险因素数量对心肌血运重建手术住院费用的影响,包含239名患者数据。

SciELO journalsSciELO journals
DataCite Commons
2021-03-23 更新
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表格Coronary Artery DiseaseMyocardial Revascularization / economicsRisk FactorsHospital CostsUnified Health System
Impact of Risk Factors for Coronary Artery Disease on Hospital Costs of Patients Undergoing Myocardial Revascularization Surgery in the Brazilian Unified Health System (SUS)

基本信息

模态
表格
大小
0.000166007 GB
许可
CC BY 4.0
创建/更新时间
2021-03-23
版本
v1

资源简介

冠状动脉疾病风险因素对巴西统一卫生系统心肌血运重建手术住院费用的影响

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 5 个文件、合计 166.01 KB,主题涵盖 Coronary Artery Disease、Myocardial Revascularization / economics、Risk Factors、Hospital Costs、Unified Health System,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《Impact of Risk Factors for Coronary Artery Disease on Hospital Costs of Patients Undergoing Myocardial Revascularization Surgery in the Brazilian Unified Health System (SUS)》。配套论文《Impact of Risk Factors for Coronary Artery Disease on Hospital Costs of Patients

Undergoing Myocardial Revascularization Surgery in the Brazilian Unified Health System

(SUS)》发表于 International Journal of Cardiovascular Sciences(2017),DOI:10.5935/2359-4802.20170098。源站首次发布:2018-05-16。

【数据内容】

源站原始描述:Abstract Background: Cardiovascular diseases are a major cause of mortality and morbidity. Myocardial revascularization surgery may be indicated for the relief of symptoms and to reduce mortality. However, surgery is a costly procedure and the impact of the number of cardiovascular risk factors on the cost of the procedure has not been established. Objectives: To identify the impact of risk factors for coronary artery disease on myocardial revascularization surgery cost. Methods: We selected 239…

【数据结构与技术规格】

文件数 5 个,合计 166.01 KB。数据集 DOI:10.6084/m9.figshare.6273563.v1。

【主题与分类】

源站学科分类:Cardiology。主题标签:Coronary Artery Disease、Myocardial Revascularization / economics、Risk Factors、Hospital Costs、Unified Health System。

【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/Impact_of_Risk_Factors_for_Coronary_Artery_Disease_on_Hospital_Costs_of_Patients_Undergoing_Myocardial_Revascularization_Surgery_in_the_Brazilian_Unified_Health_System_SUS_/6273563

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

规范引用:Barbosa, João Luis; Thiers, Clarissa Antunes; Cunha, Carlos Felipe dos Santos; Moutella, Juliana; Tura, Bernardo Rangel; Orsi, Giulia Principe; et al. (2018). Impact of Risk Factors for Coronary Artery Disease on Hospital Costs of Patients Undergoing Myocardial Revascularization Surgery in the Brazi…

【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。

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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 "2359-4802-ijcs-31-02-0090-gf01.jpg" "https://ndownloader.figshare.com/files/11468084"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/11468087"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/11468096"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/11468099"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/11468108"

文件清单

  • 2359-4802-ijcs-31-02-0090-gf01.jpg(135.29 KB)
  • Table_1.xls(13.82 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(5.63 KB)

文件总体积 166.01 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: Cardiovascular diseases are a major cause of mortality and morbidity. Myocardial revascularization surgery may be indicated for the relief of symptoms and to reduce mortality. However, surgery is a costly procedure and the impact of the number of cardiovascular risk factors on the cost of the procedure has not been established. Objectives: To identify the impact of risk factors for coronary artery disease on myocardial revascularization surgery cost. Methods: We selected 239 patients undergoing myocardial revascularization surgery at the National Institute of Cardiology in the period from 01 January to 31 December 2013. We included patients aged over 30 years, with indication for the procedure. Patients undergoing combined procedures were excluded. Results: Seven patients had only one risk factor, 32 patients had two risk factors, 75 patients had 3 risk factors, 78 patients had four risk factors, 36 patients had 5 risk factors and 11 patients presented 6 risk factors. The total costs, on average, was R$ 14,143.22 in the group with 1 risk factor, R$ 18,380.40 in the group with 2 risk factors, R$ 21,229.51 in the group with 3 risk factors, R$ 24,620.86 in the group with 4 risk factors, R$ 21,337.92 in the group with 5 risk factors and R$ 36,098,35 in the group with 6 risk factors (p = 0.441). Conclusion: This study demonstrates that, in a public referral center for highly complex cardiology procedures, there was no significant correlation between the number of cardiovascular risk factors and hospitalization costs.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6273563.v1(source: https://scielo.figshare.com/articles/dataset/Impact_of_Risk_Factors_for_Coronary_Artery_Disease_on_Hospital_Costs_of_Patients_Undergoing_Myocardial_Revascularization_Surgery_in_the_Brazilian_Unified_Health_System_SUS_/6273563)。

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