污染加热冷却装置中非结核分枝杆菌气溶胶化研究方法数据表1

一份关于加热冷却装置中非结核分枝杆菌气溶胶化研究方法的 DOCX 数据表。

NIAID Data Ecosystem
浏览 3
文本heater cooler devicesMycobacterium chimaeraNTMbioaerosolsMycobacterium smegmatishospital associated infections
Data_Sheet_1_A Methodology for Investigating Aerosolization of Nontuberculous Mycobacteria From Contaminated Heater Cooler Devices.docx

基本信息

模态
文本
大小
0.024872093 GB
许可
CC BY 4.0
创建/更新时间
2026-10-11
版本
v1

资源简介

污染加热冷却装置中非结核分枝杆菌气溶胶化研究方法数据表1

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 24.87 MB,主题涵盖 heater cooler devices、Mycobacterium chimaera、NTM、bioaerosols、Mycobacterium smegmatis,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Data_Sheet_1_A Methodology for Investigating Aerosolization of Nontuberculous Mycobacteria From Contaminated Heater Cooler Devices.docx》。配套论文《Mycobacterial infections due to contaminated heater cooler units used in cardiac bypass: An approach for infection control practitioners》发表于 Infection, Disease & Health(2016),DOI:10.1016/j.idh.2016.10.002。源站首次发布:2022-06-27。

【数据内容】

源站原始描述:Aerosols inadvertently generated by the bubbling of contaminated water in heater cooler devices (HCDs) have been associated with hundreds of patient infections. These aerosols are typically generated by bubbling within the water tanks of HCDs that subsequently escape from the device leading to contamination of the operating room and potentially infect patients undergoing cardiothoracic surgery. Although these infections are now well-reported in literature, very little research has been done to u…

【数据结构与技术规格】

文件数 1 个,合计 24.87 MB。数据集 DOI:10.3389/frwa.2022.902872.s001。

【主题与分类】

源站学科分类:Natural Resource Management、Water Quality Engineering、Water Resources Engineering、Hydrology、Environmental Politics。主题标签:heater cooler devices、Mycobacterium chimaera、NTM、bioaerosols、Mycobacterium smegmatis、hospital associated infections。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_A_Methodology_for_Investigating_Aerosolization_of_Nontuberculous_Mycobacteria_From_Contaminated_Heater_Cooler_Devices_docx/20155496

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

规范引用:Guha, Suvajyoti; Wolloscheck, David; Abdali, Narges; Wentz, Catherine; Gillette, Nicole; Bauer, Kelly A.; et al. (2022). Data_Sheet_1_A Methodology for Investigating Aerosolization of Nontuberculous Mycobacteria From Contaminated Heater Cooler Devices.docx. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-06-14,引用时请注意版本时效。

官方服务

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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 "Data_Sheet_1_A Methodology for Investigating Aerosolization of Nontuberculous Mycobacteria From Contaminated Heater Cooler Devices.docx" "https://ndownloader.figshare.com/files/36041150"

文件清单

  • Data_Sheet_1_A Methodology for Investigating Aerosolization of Nontuberculous Mycobacteria From Contaminated Heater Cooler Devices.docx(24.87 MB)

文件总体积 24.87 MB(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

Aerosols inadvertently generated by the bubbling of contaminated water in heater cooler devices (HCDs) have been associated with hundreds of patient infections. These aerosols are typically generated by bubbling within the water tanks of HCDs that subsequently escape from the device leading to contamination of the operating room and potentially infect patients undergoing cardiothoracic surgery. Although these infections are now well-reported in literature, very little research has been done to understand the influence of bubbling frequencies, differences in aerosolization across various species of bacteria, sampling methodologies, infectious dose, etc. Here we report on the development of a miniaturized bubbler with a footprint much smaller than HCDs, that will enable academic researchers and HCD developers to investigate these parameters. Using this bubbler, we found that the aerosolization potential of slow growing Mycobacterium chimaera is about one hundred-fold more (p 6 CFU/mL), underscoring the need for using clinically relevant M. chimaera for evaluating the aerosolization potential of nontuberculous mycobacteria (NTM) from HCDs.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/frwa.2022.902872.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_A_Methodology_for_Investigating_Aerosolization_of_Nontuberculous_Mycobacteria_From_Contaminated_Heater_Cooler_Devices_docx/20155496)。

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