医疗碳足迹:冠状动脉支架术与搭桥手术对比表格
本数据集为表格数据,对比稳定型冠心病患者接受冠状动脉支架植入术与搭桥手术的碳足迹,结果显示支架植入术碳足迹更低,支持从环境角度优先选择。

基本信息
资源简介
医疗碳足迹:冠状动脉支架术与搭桥手术对比表格
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 836.82 KB,主题涵盖 footprint、carbon emissions、greenhouse gases、patient care pathway、sustainability,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《Table_1_Healthcare-related carbon footprinting—lower impact of a coronary stenting compared to a coronary surgery pathway.pdf》。配套论文《Carbon footprinting for hospital care pathways based on routine diagnosis‐related group (DRG) accounting data in Germany: An application to acute decompensated heart failure》发表于 Journal of Industrial Ecology(2022),DOI:10.1111/jiec.13294。源站首次发布:2024-08-21。
【数据内容】
源站原始描述:Healthcare is a major generator of greenhouse gases, so consideration of this contribution to climate change needs to be quantified in ways that can inform models of care. Given the availability of activity-based financial data, environmentally-extended input–output (EEIO) analysis can be employed to calculate systemic carbon footprints for healthcare activities, allowing comparison of different patient care pathways. We thus quantified and compared the carbon footprint of two common care pathwa…
【数据结构与技术规格】
文件数 1 个,合计 836.82 KB。Table_1_Healthcare-related carbon footprinting—lower impact of a coronary stenting compared to a coronary surgery pathway.pdf:application/pdf,836.82 KB。数据集 DOI:10.3389/fpubh.2024.1386826.s001。
【主题与分类】
源站学科分类:Aboriginal and Torres Strait Islander Health、Aged Health Care、Care for Disabled、Community Child Health、Environmental and Occupational Health and Safety、Epidemiology。主题标签:footprint、carbon emissions、greenhouse gases、patient care pathway、sustainability、stenting、bypass surgery、input–output analysis。
【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://frontiersin.figshare.com/articles/dataset/Table_1_Healthcare-related_carbon_footprinting_lower_impact_of_a_coronary_stenting_compared_to_a_coronary_surgery_pathway_pdf/26793961
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Sack, Fabian; Irwin, Amanda; van der Zalm, Raymond; Ho, Loraine; Celermajer, Danielle J.; Celermajer, David S. (2024). Table_1_Healthcare-related carbon footprinting—lower impact of a coronary stenting compared to a coronary surgery pathway.pdf. Frontiers. Dataset
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:Table_1_Healthcare-related carbon footprinting—lower impact of a coronary stenting compared to a coronary surgery pathway.pdf
- DOI:10.3389/fpubh.2024.1386826.s001
- 发布日期:2024-08-21
- 文件数:1 个
- 文件总体积:836.82 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Healthcare-related_carbon_footprinting_lower_impact_of_a_coronary_stenting_compared_to_a_coronary_surgery_pathway_pdf/26793961
命令行下载
curl -L -o "Table_1_Healthcare-related carbon footprinting—lower impact of a coronary stenting compared to a coronary surgery pathway.pdf" "https://ndownloader.figshare.com/files/48684886"
文件清单
Table_1_Healthcare-related carbon footprinting—lower impact of a coronary stenting compared to a coronary surgery pathway.pdf(836.82 KB)
文件总体积 836.82 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
Healthcare is a major generator of greenhouse gases, so consideration of this contribution to climate change needs to be quantified in ways that can inform models of care. Given the availability of activity-based financial data, environmentally-extended input–output (EEIO) analysis can be employed to calculate systemic carbon footprints for healthcare activities, allowing comparison of different patient care pathways. We thus quantified and compared the carbon footprint of two common care pathways for patients with stable coronary artery disease, with similar clinical outcomes: coronary stenting and coronary artery bypass surgery (CABG). Healthcare cost data for these two pathways were disaggregated and the carbon footprint associated with this expenditure was calculated by connecting the flow of money within the economy to the greenhouse gases emitted to support the full range of associated activities. The systemic carbon footprint associated with an average stable patient CABG pathway, at a large tertiary referral hospital in Sydney, Australia in 2021–22, was 11.5 tonnes CO2-e, 4.9 times greater than the 2.4 tonnes CO2-e footprint of an average comparable stenting pathway. These data suggest that a stenting pathway for stable coronary disease should be preferred on environmental grounds and introduces EEIO analysis as a practical tool to assist in health-care related carbon footprinting.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fpubh.2024.1386826.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Healthcare-related_carbon_footprinting_lower_impact_of_a_coronary_stenting_compared_to_a_coronary_surgery_pathway_pdf/26793961)。
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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