表1:心脏手术相关急性肾损伤对1年主要不良肾脏事件的影响
包含2015年心脏手术患者临床数据,用于分析急性肾损伤与1年不良肾脏事件关联的表格数据集

基本信息
资源简介
表1:心脏手术相关急性肾损伤对1年主要不良肾脏事件的影响
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 16.52 KB,主题涵盖 score、chronic kidney disease (CKD)、major adverse kidney events (MAKE)、acute kidney injury (AKI)、cardiac surgery,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_Impact of cardiac surgery associated acute kidney injury on 1-year major adverse kidney events.docx》。配套论文《Acute kidney injury following cardiac surgery: current understanding and future directions》发表于 Critical Care(2016),DOI:10.1186/s13054-016-1352-z。源站首次发布:2023-04-26。
【数据内容】
源站原始描述:BackgroundThe incidence of acute kidney injury following cardiac surgery (CSA-AKI) is up to 30%, and the risk of chronic kidney disease (CKD) has been found to be higher in these patients compared to the AKI-free population. The aim of our study was to assess the risk of major adverse kidney events (MAKE) [25% or greater decline in estimated glomerular filtration rate (eGFR), new hemodialysis, and death] after cardiac surgery in a Spanish cohort and to evaluate the utility of the score developed…
【数据结构与技术规格】
文件数 1 个,合计 16.52 KB。Table_1_Impact of cardiac surgery associated acute kidney injury on 1-year major adverse kidney events.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.52 KB。数据集 DOI:10.3389/fneph.2023.1059668.s001。
【主题与分类】
源站学科分类:Nephrology and Urology、Emergency Medicine、Pathogenesis、Medicine。主题标签:score、chronic kidney disease (CKD)、major adverse kidney events (MAKE)、acute kidney injury (AKI)、cardiac surgery。
【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_Impact_of_cardiac_surgery_associated_acute_kidney_injury_on_1-year_major_adverse_kidney_events_docx/22699972
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Andújar, Alícia Molina; Escudero, Victor Joaquin; Piñeiro, Gaston J.; Lucas, Alvaro; Rovira, Irene; Matute, Purificación; et al. (2023). Table_1_Impact of cardiac surgery associated acute kidney injury on 1-year major adverse kidney events.docx. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-21,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_Impact of cardiac surgery associated acute kidney injury on 1-year major adverse kidney events.docx
- DOI:10.3389/fneph.2023.1059668.s001
- 发布日期:2023-04-26
- 文件数:1 个
- 文件总体积:16.52 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Impact_of_cardiac_surgery_associated_acute_kidney_injury_on_1-year_major_adverse_kidney_events_docx/22699972
命令行下载
curl -L -o "Table_1_Impact of cardiac surgery associated acute kidney injury on 1-year major adverse kidney events.docx" "https://ndownloader.figshare.com/files/40302904"
文件清单
Table_1_Impact of cardiac surgery associated acute kidney injury on 1-year major adverse kidney events.docx(16.52 KB)
文件总体积 16.52 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
BackgroundThe incidence of acute kidney injury following cardiac surgery (CSA-AKI) is up to 30%, and the risk of chronic kidney disease (CKD) has been found to be higher in these patients compared to the AKI-free population. The aim of our study was to assess the risk of major adverse kidney events (MAKE) [25% or greater decline in estimated glomerular filtration rate (eGFR), new hemodialysis, and death] after cardiac surgery in a Spanish cohort and to evaluate the utility of the score developed by Legouis D et al. (CSA-CKD score) in predicting the occurrence of MAKE.
MethodsThis was a single-center retrospective study of patients who required cardiac surgery with cardiopulmonary bypass (CPB) during 2015, with a 1-year follow-up after the intervention. The inclusion criteria were patients over 18 years old who had undergone cardiac surgery [i.e., valve substitution (VS), coronary artery bypass graft (CABG), or a combination of both procedures].
ResultsThe number of patients with CKD (eGFR Any-stage CSA-AKI is associated with a risk of MAKE after 1 year. Further research into new measures that identify at-risk patients is needed so that appropriate patient follow-up can be carried out.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneph.2023.1059668.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Impact_of_cardiac_surgery_associated_acute_kidney_injury_on_1-year_major_adverse_kidney_events_docx/22699972)。
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。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




