静脉输液港取出相关病例数据
该数据集包含2667次输液港植入和608次取出中131例感染并发症的病例数据,涵盖感染类型、病原微生物谱和获得性耐药信息。

基本信息
资源简介
静脉输液港取出相关病例数据
【数据集背景】
本数据集源站标题为《Case related data of port explantations.》。源站首次发布:2023-04-13。
【数据内容】
源站原始描述:Objectives Infections are common complications in venous access ports. The presented analysis aimed to investigate the incidence, microbiological spectrum, and acquired resistances of pathogens in upper arm port associated infections to provide a decision aid in the choice of therapy. Materials and methods In total, 2667 implantations and 608 explantations were performed at a high-volume tertiary medical center between 2015 and 2019. In cases with infectious complications (n = 131, 4.9%), proced…
【数据结构与技术规格】
文件数 1 个,合计 119.01 KB。pone.0284475.s001.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,119.01 KB。数据集 DOI:10.1371/journal.pone.0284475.s001。
【主题与分类】
源站学科分类:Medicine、Microbiology、Biological Sciences not elsewhere classified、Cancer、Infectious Diseases、Virology。主题标签:venous access ports、severely ill patients、presented analysis aimed、important therapeutic measure、9 %, respectively、acquired antibiotic resistance、caused less frequently、port pocket infections、acquired resistances must、0 %, respectively。
【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://plos.figshare.com/articles/dataset/Case_related_data_of_port_explantations_/22629449
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Koehler, Daniel; Haus, Jan-Marcus; Shenas, Farzad; Rohde, Holger; Ittrich, Harald; Adam, Gerhard; et al. (2023). Case related data of port explantations.. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-20,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:Case related data of port explantations.
- DOI:10.1371/journal.pone.0284475.s001
- 发布日期:2023-04-13
- 文件数:1 个
- 文件总体积:119.01 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Case_related_data_of_port_explantations_/22629449
命令行下载
curl -L -o "pone.0284475.s001.xlsx" "https://ndownloader.figshare.com/files/40156157"
文件清单
pone.0284475.s001.xlsx(119.01 KB)
文件总体积 119.01 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
Objectives
Infections are common complications in venous access ports. The presented analysis aimed to investigate the incidence, microbiological spectrum, and acquired resistances of pathogens in upper arm port associated infections to provide a decision aid in the choice of therapy.
Materials and methods
In total, 2667 implantations and 608 explantations were performed at a high-volume tertiary medical center between 2015 and 2019. In cases with infectious complications (n = 131, 4.9%), procedural conditions and results of microbiological testing were reviewed retrospectively.
Results
Of 131 port associated infections (median dwell time 103 days, interquartile range 41–260), 49 (37.4%) were port pocket infections (PPI) and 82 (62.6%) were catheter infections (CI). Infectious complications occurred more often after implantation in inpatients compared to outpatients (P Staphylococcus aureus (S. aureus, 48.3%) and coagulase-negative staphylococci (CoNS, 31.0%). Other gram-positive and gram-negative species were encountered in 13.8% and 6.9%, respectively. CI were caused less frequently by S. aureus (8.6%) than CoNS (39.7%). Other gram-positive and gram-negative strains were isolated in 8.6% and 31.0%, respectively. Candida species were seen in 12.1% of CI. An acquired antibiotic resistance was detected in 36.0% of all significant isolates, occurring especially in CoNS (68.3%) and gram-negative species (24.0%).
Conclusions
Staphylococci comprised the largest group of pathogens in upper arm port associated infections. However, gram-negative strains and Candida species should also be considered as a cause of infection in CI. Due to the frequent detection of potential biofilm-forming pathogens, port explantation is an important therapeutic measure, especially in severely ill patients. Acquired resistances must be anticipated when choosing an empiric antibiotic treatment.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0284475.s001(source: https://plos.figshare.com/articles/dataset/Case_related_data_of_port_explantations_/22629449)。
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