多剂量荧光素滴眼液微生物污染评估
多剂量荧光素滴眼液微生物污染数据集,包含瓶尖、滴液和残留液样本的细菌培养结果,用于评估污染率及主要来源。

基本信息
资源简介
多剂量荧光素滴眼液微生物污染评估
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 3 个文件、合计 47.76 MB,主题涵盖 Fluorescein、Ophthalmic solution、Drug contamination、Eye infection, bacterial/microbiology、Bacteria/isolation & purification,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《Evaluation of microbial contamination in multi-dose fluorescein eyedrops in a reference eye center》。配套论文《Evaluation of microbial contamination in multi-dose fluorescein eyedrops in a reference eye center》发表于 Arquivos Brasileiros de Oftalmologia(2021),DOI:10.5935/0004-2749.20210070。源站首次发布:2022-05-30。
【数据内容】
源站原始描述:ABSTRACT Purpose: To analyze the presence of microorganisms in fluorescein eyedrops used in a reference eye center in Recife-PE. Methods: This real-life and masked study evaluated fluorescein eyedrops used at the Altino Ventura Foundation in May 2019. Cultures were performed according to exposure times; I) three eyedrop bottles were analyzed after one day of use, II) three eyedrop bottles after 4 d of use, III) three eyedrop bottles after 8 d of use, and IV) three unopened bottles used as contro…
【数据结构与技术规格】
文件数 3 个,合计 47.76 MB。数据集 DOI:10.6084/m9.figshare.19920650.v1。
【主题与分类】
源站学科分类:Ophthalmology。主题标签:Fluorescein、Ophthalmic solution、Drug contamination、Eye infection, bacterial/microbiology、Bacteria/isolation & purification。
【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://scielo.figshare.com/articles/dataset/Evaluation_of_microbial_contamination_in_multi-dose_fluorescein_eyedrops_in_a_reference_eye_center/19920650
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Costa, Camila de Moraes; Espósito, Kayo Pinheiro; Florêncio, Victor Medeiros Brandão; Aquino, Paulo Romero Leite; Firmo, Elza Ferreira; Costa, Iggor Macêdo do Amaral; et al. (2021). Evaluation of microbial contamination in multi-dose fluorescein eyedrops in a reference eye center. SciELO journals. D…
【使用注意】
· 源站最后修改于 2023-06-01,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:Evaluation of microbial contamination in multi-dose fluorescein eyedrops in a reference eye center
- DOI:10.6084/m9.figshare.19920650.v1
- 发布日期:2022-05-30
- 文件数:3 个
- 文件总体积:47.76 MB
- 源站页面:https://scielo.figshare.com/articles/dataset/Evaluation_of_microbial_contamination_in_multi-dose_fluorescein_eyedrops_in_a_reference_eye_center/19920650
命令行下载
curl -L -o "061b47224337bd38e67c2dfea13f2560c59065dd.tif" "https://ndownloader.figshare.com/files/35395934"
curl -L -o "d32c0f56f57fe9f4faee9ebdcf8ebe178b04e344.png" "https://ndownloader.figshare.com/files/35395937"
curl -L -o "e13caff19f67e88d8fbdf18428a879dcc9d9f374.jpg" "https://ndownloader.figshare.com/files/35395940"
文件清单
061b47224337bd38e67c2dfea13f2560c59065dd.tif(43.37 MB)d32c0f56f57fe9f4faee9ebdcf8ebe178b04e344.png(4.39 MB)e13caff19f67e88d8fbdf18428a879dcc9d9f374.jpg(3.97 KB)
文件总体积 47.76 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 Purpose: To analyze the presence of microorganisms in fluorescein eyedrops used in a reference eye center in Recife-PE. Methods: This real-life and masked study evaluated fluorescein eyedrops used at the Altino Ventura Foundation in May 2019. Cultures were performed according to exposure times; I) three eyedrop bottles were analyzed after one day of use, II) three eyedrop bottles after 4 d of use, III) three eyedrop bottles after 8 d of use, and IV) three unopened bottles used as control. Samples were collected from the bottle’s tip, instilled drop, and residual fluid. After incubation, all colonies were analyzed and identified through biochemical tests. Results: The contamination rate of the fluorescein eyedrop bottles in this study was 55.5% (5/9 vials). There was no contamination in the control group. The highest contamination was seen in one day exposed eyedrops, in 100% of the bottles. The bottle’s tip had a higher rate of contamination compared to the drop and residual fluid. Gram-positive bacteria were isolated in 7/27 (25.9%) samples. Growth of fungi or gram-negative bacteria was not observed. Conclusion: The identification of gram-positive bacteria predominantly on the tip of the fluorescein eyedrop bottles suggests inadequate handling as the main cause of contamination.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.19920650.v1(source: https://scielo.figshare.com/articles/dataset/Evaluation_of_microbial_contamination_in_multi-dose_fluorescein_eyedrops_in_a_reference_eye_center/19920650)。
需要用于商业化训练或医疗器械注册(NMPA/FDA)?
公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。




