克罗恩病生物治疗影响手术率与医疗资源数据集
包含克罗恩病患者生物治疗前后医疗资源利用数据的表格数据集,源自波兰医保数据库,用于评估生物治疗对手术率等的影响。

基本信息
资源简介
克罗恩病生物治疗影响手术率与医疗资源数据集
【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 75.92 KB,主题涵盖 Crohn disease、biologic treatment、surgery、hospitalization、infliximab,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《Table_2_Impact of Biologic Treatment of Crohn’s Disease on the Rate of Surgeries and Other Healthcare Resources: An Analysis of a Nationwide Database From Poland.PDF》。配套论文《Prevalence and drug treatment practices of inflammatory bowel diseases in Poland in the years 2012–2014: an analysis of nationwide databases》发表于 European Journal of Gastroenterology & Hepatology(2018),DOI:10.1097/MEG.0000000000001047。源站首次发布:2018-06-11。
【数据内容】
源站原始描述:Background: There is conflicting evidence on the impact of biologic treatment on the rate of complications and surgeries in Crohn’s disease (CD). We aimed to assess real-world consequences of biologic treatment of CD. Methods: All adult patients with CD treated with infliximab and adalimumab in the years 2012–2014 were identified from the database of the National Health Fund in Poland. Mixed models were used to assess the impact of biologics on medical resource utilization by comparing the perio…
【数据结构与技术规格】
文件数 1 个,合计 75.92 KB。Table_2_Impact of Biologic Treatment of Crohn’s Disease on the Rate of Surgeries and Other Healthcare Resources: An Analysis of a Nationwide Database From Poland.PDF:application/pdf,75.92 KB。数据集 DOI:10.3389/fphar.2018.00621.s002。
【主题与分类】
源站学科分类:Toxicology (incl. Clinical Toxicology)、Basic Pharmacology、Clinical Pharmacology and Therapeutics、Clinical Pharmacy and Pharmacy Practice、Pharmaceutical Sciences、Pharmacogenomics。主题标签:Crohn disease、biologic treatment、surgery、hospitalization、infliximab、adalimumab、TNF antagonists。
【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://frontiersin.figshare.com/articles/dataset/Table_2_Impact_of_Biologic_Treatment_of_Crohn_s_Disease_on_the_Rate_of_Surgeries_and_Other_Healthcare_Resources_An_Analysis_of_a_Nationwide_Database_From_Poland_PDF/6475658
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Holko, Przemysław; Kawalec, Paweł; Pilc, Andrzej (2018). Table_2_Impact of Biologic Treatment of Crohn’s Disease on the Rate of Surgeries and Other Healthcare Resources: An Analysis of a Nationwide Database From Poland.PDF. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,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:Table_2_Impact of Biologic Treatment of Crohn’s Disease on the Rate of Surgeries and Other Healthcare Resources: An Analysis of a Nationwide Database From Poland.PDF
- DOI:10.3389/fphar.2018.00621.s002
- 发布日期:2018-06-11
- 文件数:1 个
- 文件总体积:75.92 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_2_Impact_of_Biologic_Treatment_of_Crohn_s_Disease_on_the_Rate_of_Surgeries_and_Other_Healthcare_Resources_An_Analysis_of_a_Nationwide_Database_From_Poland_PDF/6475658
命令行下载
curl -L -o "Table_2_Impact of Biologic Treatment of Crohn’s Disease on the Rate of Surgeries and Other Healthcare Resources: An Analysis of a Nationwide Database From Poland.PDF" "https://ndownloader.figshare.com/files/11906840"
文件清单
Table_2_Impact of Biologic Treatment of Crohn’s Disease on the Rate of Surgeries and Other Healthcare Resources: An Analysis of a Nationwide Database From Poland.PDF(75.92 KB)
文件总体积 75.92 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
Background: There is conflicting evidence on the impact of biologic treatment on the rate of complications and surgeries in Crohn’s disease (CD). We aimed to assess real-world consequences of biologic treatment of CD.
Methods: All adult patients with CD treated with infliximab and adalimumab in the years 2012–2014 were identified from the database of the National Health Fund in Poland. Mixed models were used to assess the impact of biologics on medical resource utilization by comparing the periods before and after the first use of biologics (pre-index vs. post-index). The additional analyses including quintile of total exposure to biologic treatment were performed.
Results: Data on 1393 patients (age, 31.9 years; males, 52.6%) were analyzed over a median of 1064 days (range: 71, 1148). During the post-index period, patients received from one to four treatments with biologic agents (maximum allowed period of 12 months per treatment). We observed a reduction in the rates of surgeries (by 27%, p = 0.001), hospitalizations for CD excluding surgical procedures (by 45%, p Conclusion: Biologic treatment changed the management patterns by lowering the rate of surgeries and other healthcare resources related to complications or worsening of CD. The reduction in the resource utilization was dependent on the level of exposure to treatment, suggesting that limitation of the treatment period itself may be inadequate.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fphar.2018.00621.s002(source: https://frontiersin.figshare.com/articles/dataset/Table_2_Impact_of_Biologic_Treatment_of_Crohn_s_Disease_on_the_Rate_of_Surgeries_and_Other_Healthcare_Resources_An_Analysis_of_a_Nationwide_Database_From_Poland_PDF/6475658)。
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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