儿童心室辅助装置感染并发症数据集:一项回顾性队列研究

包含70名儿童心室辅助装置患者的感染并发症回顾性队列数据,用于分析浅表感染危险因素及预后。

Figshare
2025-06-11 更新
浏览 19
表格ventricular assist devices (VAD)InfectionSepsisHeart failureCardiac surgery complication
Data Set_ Infectious complications in children on ventricular assist device: A retrospective cohort study

基本信息

模态
表格
大小
0.000037689 GB
许可
CC BY 4.0
创建/更新时间
2025-06-11
版本
v1

资源简介

儿童心室辅助装置感染并发症数据集:一项回顾性队列研究

【数据集背景】

本数据集源站标题为《Data Set_ Infectious complications in children on ventricular assist device: A retrospective cohort study》。源站首次发布:2025-06-11。

【数据内容】

源站原始描述:Background: Mechanical circulatory support with ventricular assist device (VAD) is a life-saving therapy in children with end-stage heart failure. Infections are a major problem in VAD-therapy and may lead to significant morbidity and mortality. The aim of the study was to evaluate possible risk factors for superficial percutaneous lead/canula infections (SI) and to determine their impact on overall outcome during VAD-therapy. Methods: Single center, retrospective analysis of infectious complica…

【数据结构与技术规格】

文件数 1 个,合计 37.69 KB。Anonymized Data_wound infections.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,37.69 KB。数据集 DOI:10.6084/m9.figshare.29290769.v1。

【主题与分类】

源站学科分类:Paediatrics not elsewhere classified、Cardiology (incl. cardiovascular diseases)。主题标签:ventricular assist devices (VAD)、Infection、Sepsis、Heart failure、Cardiac surgery complication。

【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://figshare.com/articles/dataset/Data_Set_Infectious_complications_in_children_on_ventricular_assist_device_A_retrospective_cohort_study/29290769

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

规范引用:Seiler, Raphael (2025). Data Set_ Infectious complications in children on ventricular assist device: A retrospective cohort study. figshare. Dataset

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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 "Anonymized Data_wound infections.xlsx" "https://ndownloader.figshare.com/files/55297325"

文件清单

  • Anonymized Data_wound infections.xlsx(37.69 KB)

文件总体积 37.69 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: Mechanical circulatory support with ventricular assist device (VAD) is a life-saving therapy in children with end-stage heart failure. Infections are a major problem in VAD-therapy and may lead to significant morbidity and mortality. The aim of the study was to evaluate possible risk factors for superficial percutaneous lead/canula infections (SI) and to determine their impact on overall outcome during VAD-therapy.
Methods: Single center, retrospective analysis of infectious complications in 70 consecutive children supported on a VAD (58 Berlin Heart EXCOR Pediatric pulsatile flow pump and 12 Heartware continuous flow pump). Cox proportional hazard models with SI, bloodstream infections, and stroke as outcome, as well as a competing risk model for device weaning, death, and heart transplantation were used to identify risk factors in the study population.
Results: SI were documented in twelve out of 70 children (17 %). The event rate for SI was 5.86 per 100 patient months [95%CI 3.03- 10.23] with a median time to SI of 109 days [IQR 66-163]. The occurrence of SI was mostly in patients with longer support times while the underlying diagnosis and previous thoracotomies had no impact on the number of SI. Further, children older than three years of age had a higher risk for SI (HR 2.81; 95 % CI 1.13-7.02, p=0.026). SI were not associated with the risk of bloodstream infections (HR 1.41; 95 %CI 0.53-3.75, p=0.495) or death (HR 0.32; 95 % CI 0.06-1.80, p=0.194).
Conclusions: SI occurred frequently during VAD therapy in children, without leading to a higher rate of bloodstream infections or mortality. Further, being above three years of age at VAD implantation was associated with increased risk to develop SI.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.29290769.v1(source: https://figshare.com/articles/dataset/Data_Set_Infectious_complications_in_children_on_ventricular_assist_device_A_retrospective_cohort_study/29290769)。

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