德国林堡大学医院2012-2020年间抗菌药物分发变化的中断时间序列分析结果
分析德国林堡大学医院2012-2020年间抗菌药物分发变化，评估氟喹诺酮类警告信和PCP PCR诊断引入等干预措施的影响。
基本信息
资源简介
德国林堡大学医院2012-2020年间抗菌药物分发变化的中断时间序列分析结果
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 1 个文件、合计 22.02 KB，主题涵盖 simple linear regression、optimize empirical therapies、leipzig university hospital、care medical center、care center following，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《Results of the interrupted time series analysis of changes in dispensation of antimicrobials in the LUH between 2012 and 2020, associated with the introduction of ISGs and other antibiotic-specific interventions.》。配套论文《Changes in antibiotic consumption, AMR and Clostridioides difficile infections in a large tertiary-care center following the implementation of institution-specific guidelines for antimicrobial therapy: A nine-year interrupted time series study》发表于 PLOS ONE（2021），DOI：10.1371/journal.pone.0258690。源站首次发布：2021-10-14。
【数据内容】
源站原始描述：For fluoroquinolones: Two warning letters [“Rote-Hand-Briefe”] issued by the German Federal Institute for Drugs and Medical Devices (BfArM) in October 2018 and April 2019 warning about serious adverse effects of fluoroquinolones; for trimethoprim/sulfamethoxazole: The introduction of routine real-time PCR for the diagnosis of pneumocystis pneumonia [PCP]). Psychiatric units, pediatric units and outpatient departments were excluded from the analysis
【数据结构与技术规格】
文件数 1 个，合计 22.02 KB。Table 2.xls：application/vnd.ms-excel，22.02 KB。数据集 DOI：10.1371/journal.pone.0258690.t002。
【主题与分类】
源站学科分类：Medicine、Microbiology、Evolutionary Biology、Cancer、Infectious Diseases、Virology。主题标签：simple linear regression、optimize empirical therapies、leipzig university hospital、care medical center、care center following、account local pathogen、645 bacterial isolates、cdi cases fell、without clear impact、whole study period。
【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/Results_of_the_interrupted_time_series_analysis_of_changes_in_dispensation_of_antimicrobials_in_the_LUH_between_2012_and_2020_associated_with_the_introduction_of_ISGs_and_other_antibiotic-specific_interventions_/16814215
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Schönherr, Sebastian G.; Ranft, Donald; Lippmann, Norman; Lübbert, Christoph (2021). Results of the interrupted time series analysis of changes in dispensation of antimicrobials in the LUH between 2012 and 2020, associated with the introduction of ISGs and other antibiotic-specific interventions.. P…
【使用注意】
· 源站最后修改于 2023-06-07，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：Results of the interrupted time series analysis of changes in dispensation of antimicrobials in the LUH between 2012 and 2020, associated with the introduction of ISGs and other antibiotic-specific interventions.
- DOI：10.1371/journal.pone.0258690.t002
- 发布日期：2021-10-14
- 文件数：1 个
- 文件总体积：22.02 KB
- 源站页面：https://plos.figshare.com/articles/dataset/Results_of_the_interrupted_time_series_analysis_of_changes_in_dispensation_of_antimicrobials_in_the_LUH_between_2012_and_2020_associated_with_the_introduction_of_ISGs_and_other_antibiotic-specific_interventions_/16814215
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/31089499"
文件清单
Table 2.xls（22.02 KB）
文件总体积 22.02 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
For fluoroquinolones: Two warning letters [“Rote-Hand-Briefe”] issued by the German Federal Institute for Drugs and Medical Devices (BfArM) in October 2018 and April 2019 warning about serious adverse effects of fluoroquinolones; for trimethoprim/sulfamethoxazole: The introduction of routine real-time PCR for the diagnosis of pneumocystis pneumonia [PCP]). Psychiatric units, pediatric units and outpatient departments were excluded from the analysis.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0258690.t002（source: https://plos.figshare.com/articles/dataset/Results_of_the_interrupted_time_series_analysis_of_changes_in_dispensation_of_antimicrobials_in_the_LUH_between_2012_and_2020_associated_with_the_introduction_of_ISGs_and_other_antibiotic-specific_interventions_/16814215）。
数据缺失？
依托陕西、四川两大基地，我们与超过十家三甲医院建立直接合作关系，覆盖合规授权、采集治理、专业标注、数据交付的全流程，为AI医疗团队提供即拿即用的高质量临床数据。
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