多发性硬化症患者皮下干扰素β-1a治疗效果按年龄分组的队列研究数据集(Table_1)
基于美国索赔数据库的多发性硬化症患者队列研究,按年龄分组分析皮下干扰素β-1a治疗的复发率、MRI扫描次数、治疗依从性和停药率,数据为表格形式。

基本信息
资源简介
多发性硬化症患者皮下干扰素β-1a治疗效果按年龄分组的队列研究数据集(Table_1)
【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 21.84 KB,主题涵盖 adherence、age、healthcare utilization、subcutaneous interferon beta-1a、multiple sclerosis,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_1_Effectiveness, Healthcare Resource Utilization and Adherence to Subcutaneous Interferon Beta-1a According to Age in Patients With Multiple Sclerosis: A Cohort Study Using a US Claims Database.docx》。配套论文《Effect of interferon beta-1a subcutaneously three times weekly on clinical and radiological measures and no evidence of disease activity status in patients with relapsing–remitting multiple sclerosis at year 1》发表于 BMC Neurology(2018),DOI:10.1186/s12883-018-1145-x。源站首次发布:2021-07-26。
【数据内容】
源站原始描述:Background: It is thought that older patients with multiple sclerosis (MS) may present with a different clinical disease phenotype, and therefore respond to subcutaneous interferon beta-1a (sc IFN β-1a) differently to younger patients. However, few real-world data are available concerning the effectiveness of sc IFN β-1a according to age. Using data from US claims databases, this cohort analysis aimed to determine the differences in relapse rates, healthcare utilization, treatment adherence, and…
【数据结构与技术规格】
文件数 1 个,合计 21.84 KB。Table_1_Effectiveness, Healthcare Resource Utilization and Adherence to Subcutaneous Interferon Beta-1a According to Age in Patients With Multiple Scl.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,21.84 KB。数据集 DOI:10.3389/fneur.2021.676585.s001。
【主题与分类】
源站学科分类:Neurology and Neuromuscular Diseases、Neurogenetics。主题标签:adherence、age、healthcare utilization、subcutaneous interferon beta-1a、multiple sclerosis、relapse。
【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_1_Effectiveness_Healthcare_Resource_Utilization_and_Adherence_to_Subcutaneous_Interferon_Beta-1a_According_to_Age_in_Patients_With_Multiple_Sclerosis_A_Cohort_Study_Using_a_US_Claims_Database_docx/15052698
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Allignol, Arthur; Boutmy, Emmanuelle; Espin, Meritxell Sabidó; Marhardt, Kurt; Vermersch, Patrick (2021). Table_1_Effectiveness, Healthcare Resource Utilization and Adherence to Subcutaneous Interferon Beta-1a According to Age in Patients With Multiple Sclerosis: A Cohort Study Using a US Claims Dat…
【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_1_Effectiveness, Healthcare Resource Utilization and Adherence to Subcutaneous Interferon Beta-1a According to Age in Patients With Multiple Sclerosis: A Cohort Study Using a US Claims Database.docx
- DOI:10.3389/fneur.2021.676585.s001
- 发布日期:2021-07-26
- 文件数:1 个
- 文件总体积:21.84 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Effectiveness_Healthcare_Resource_Utilization_and_Adherence_to_Subcutaneous_Interferon_Beta-1a_According_to_Age_in_Patients_With_Multiple_Sclerosis_A_Cohort_Study_Using_a_US_Claims_Database_docx/15052698
命令行下载
curl -L -o "Table_1_Effectiveness, Healthcare Resource Utilization and Adherence to Subcutaneous Interferon Beta-1a According to Age in Patients With Multiple Scl.docx" "https://ndownloader.figshare.com/files/28949418"
文件清单
Table_1_Effectiveness, Healthcare Resource Utilization and Adherence to Subcutaneous Interferon Beta-1a According to Age in Patients With Multiple Scl.docx(21.84 KB)
文件总体积 21.84 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: It is thought that older patients with multiple sclerosis (MS) may present with a different clinical disease phenotype, and therefore respond to subcutaneous interferon beta-1a (sc IFN β-1a) differently to younger patients. However, few real-world data are available concerning the effectiveness of sc IFN β-1a according to age. Using data from US claims databases, this cohort analysis aimed to determine the differences in relapse rates, healthcare utilization, treatment adherence, and discontinuation according to pre-defined age groups.
Methods: Patient data were pooled from the IBM® MarketScan® Commercial Claims Database and Medicare Supplemental Database. Patients with a confirmed MS diagnosis who initiated treatment with sc IFN β-1a between July 01, 2010 and December 31, 2015, along with at least 6 months continuous enrolment in a healthcare plan, were followed from first prescription (index date) until date of discontinuation, treatment switch, or end of observation period (1 year after index date).
Results: Of the 5,340 patients included in the analysis, there was a high proportion of patients free from relapse across all age groups (range: 94.1–95.4%), with a numerical decrease in the number of MRI performed by age (mean: 0.25, 18–30 years; 0.20, 31–40 years; 0.16, 41–50 years; 0.14, ≥51 years). Adherence (≥80%) was seen to increase with age (77.6%, 18–30 years; 79.6%, 31–40 years; 81.3%, 41–50 years; 84.0%, ≥51 years), at the same time as a non-significant decrease in discontinuation (incidence rate: 79.91, 73.01, 71.75, 68.71%).
Conclusion: The effectiveness of sc IFN β-1a does not appear reduced as a consequence of age in this real-world setting. Older patients had lower discontinuation rates and reduced disease activity, reflected in lower relapse rates and fewer MRI scans compared with younger patients.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneur.2021.676585.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Effectiveness_Healthcare_Resource_Utilization_and_Adherence_to_Subcutaneous_Interferon_Beta-1a_According_to_Age_in_Patients_With_Multiple_Sclerosis_A_Cohort_Study_Using_a_US_Claims_Database_docx/15052698)。
数据缺失?
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