巴西东北部重症监护室降低医疗相关感染合作项目的成功因素

数据集获取（Figshare）

• 源站标题：Success factors of a collaborative project to reduce healthcare-associated infections in intensive care units in Northeastern Brazil
• DOI：10.6084/m9.figshare.21505861.v1
• 发布日期：2022-11-05
• 文件数：18 个
• 文件总体积：12.21 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Success_factors_of_a_collaborative_project_to_reduce_healthcare-associated_infections_in_intensive_care_units_in_Northeastern_Brazil/21505861

命令行下载

curl -L -o "67b875c8cc774764130221664629033f472bc22c.tif" "https://ndownloader.figshare.com/files/38108086"
curl -L -o "63635d8ef37c69ad61a57b94c2795b6dcd77c5a6.png" "https://ndownloader.figshare.com/files/38108089"
curl -L -o "1eb47e92dbd93b69c650f8e33ac4338d93f9aa49.jpg" "https://ndownloader.figshare.com/files/38108092"
curl -L -o "631de181f4311f7881a26d47b7746a3b53b45151.tif" "https://ndownloader.figshare.com/files/38108095"
curl -L -o "8a324ce2947a116abfa947454b1d46fd17da19d4.png" "https://ndownloader.figshare.com/files/38108098"
curl -L -o "5e7078faf0e9f369bb6a6e4747c462d8935c9c25.jpg" "https://ndownloader.figshare.com/files/38108101"
curl -L -o "484e7f213d19b1e4128897e674b736aea0974fc4.tif" "https://ndownloader.figshare.com/files/38108104"
curl -L -o "57b2c3489f9d69f079b069f46ae44ab4f2f4ec90.png" "https://ndownloader.figshare.com/files/38108107"

文件清单

• 67b875c8cc774764130221664629033f472bc22c.tif（1.50 MB）
• 63635d8ef37c69ad61a57b94c2795b6dcd77c5a6.png（808.19 KB）
• 1eb47e92dbd93b69c650f8e33ac4338d93f9aa49.jpg（6.80 KB）
• 631de181f4311f7881a26d47b7746a3b53b45151.tif（1.17 MB）
• 8a324ce2947a116abfa947454b1d46fd17da19d4.png（722.21 KB）
• 5e7078faf0e9f369bb6a6e4747c462d8935c9c25.jpg（6.99 KB）
• 484e7f213d19b1e4128897e674b736aea0974fc4.tif（1.20 MB）
• 57b2c3489f9d69f079b069f46ae44ab4f2f4ec90.png（721.96 KB）
• f4e25e7e48fedeaaafb9786d93c4ee3eb30ce2f3.jpg（6.86 KB）
• ea0cf6bf78d9cba4cc9b4621429500cb87517d14.tif（1.47 MB）
• 848c781a1f3adf255fb2ee16e70d1b450f6fed6d.png（790.76 KB）
• f6f07e9918cf47ca33395fd4c2981082c51a1711.jpg（6.72 KB）
• 9ffdb7e4e21c229283ba815e3264908b23213825.tif（1.15 MB）
• 0b9fbbab76eed3bdb9a765053fdcd4cae86ef68b.png（704.82 KB）
• 7048cfab14783c2163537d14c34fe6e6dcb6873e.jpg（6.93 KB）
• 017e06f74b416324767e800849fb24bcbc1a23bc.tif（1.21 MB）
• de807e2c47dba950371f8fffb9d5bf423de89e99.png（726.14 KB）
• 01e7179cd804cb1e9951bbfd3e530d6410385a74.jpg（7.06 KB）

文件总体积 12.21 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

ABSTRACT Objective: To describe the implementation and results of the collaborative PROADI-SUS project by the Brazilian Ministry of Health to reduce healthcare-associated infections: ventilator-associated pneumonia, primary central line-associated bloodstream infection and catheter-associated urinary tract infections. Methods: This was a prospective observational study that investigated the implementation stages and outcomes during 18 months in five intensive care units in the city of Recife. Reductions in healthcare-associated infections in each unit were calculated using previous medians compared to those of the study period. Results: The goal of reducing the three healthcare-associated infections, i.e., 30% in 18 months, was achieved in at least one of the healthcare-associated infections and was also achieved for two healthcare-associated infections in two hospitals and three healthcare-associated infections in just one hospital; the latter reached the target of 36 months. Implementing the bundles and monitoring the results by the professionals were considered essential actions by the local management teams. In addition, the acquisition of supplies and their availability alongside the beds, signage, checklists, staff awareness, adaptation, team building, training and celebration of achievements were assessed as being relevant for reducing healthcare-associated infections. Conclusion: The collaborative approach reduced healthcare-associated infections, despite partial adherence to the bundles. The hypothesis is that success is related to the project methodology and motivated multidisciplinary teams, especially nursing teams.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.21505861.v1（source: https://scielo.figshare.com/articles/dataset/Success_factors_of_a_collaborative_project_to_reduce_healthcare-associated_infections_in_intensive_care_units_in_Northeastern_Brazil/21505861）。