多发性硬化症患者免疫调节治疗依从性因素数据集

多发性硬化症患者免疫调节治疗依从性因素横断面研究数据集,包含188例病例的问卷与临床数据。

NIAID Data Ecosystem
浏览 32
表格Multiple sclerosis/medication adherenceMultiple sclerosis/treatmentImmunologic factorsRisk factors.
Factors associated with adherence to immunomodulator treatment in people with multiple sclerosis

基本信息

模态
表格
大小
0.000049597 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

多发性硬化症患者免疫调节治疗依从性因素数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 4 个文件、合计 49.60 KB,主题涵盖 Multiple sclerosis/medication adherence、Multiple sclerosis/treatment、Immunologic factors、Risk factors.,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《Factors associated with adherence to immunomodulator treatment in people with multiple sclerosis》。配套论文《Factors associated with adherence to immunomodulator treatment in people with multiple sclerosis》发表于 Brazilian Journal of Pharmaceutical Sciences(2017),DOI:10.1590/s2175-97902017000116132。源站首次发布:2022-06-09。

【数据内容】

源站原始描述:Abstract To determine the association between factors and adherence to immunomodulator treatment in people with multiple sclerosis treated in reference centers. Cross-sectional study conducted with 188 people who used immunomodulators in three reference centers in Ceará from March to July 2012. Adherence was assessed using the Moriskscale and factors were assessed using a questionnaire addressing socioeconomic and personal characteristics, the disease, the use of immunomodulator and educational…

【数据结构与技术规格】

文件数 4 个,合计 49.60 KB。数据集 DOI:10.6084/m9.figshare.20039138.v1。

【主题与分类】

源站学科分类:Pharmacology。主题标签:Multiple sclerosis/medication adherence、Multiple sclerosis/treatment、Immunologic factors、Risk factors.。

【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/Factors_associated_with_adherence_to_immunomodulator_treatment_in_people_with_multiple_sclerosis/20039138

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Câmara, Nair Assunta Antônia Corso; Gondim, Ana Paula Soares (2017). Factors associated with adherence to immunomodulator treatment in people with multiple sclerosis. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-06-15,引用时请注意版本时效。

官方服务

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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)

命令行下载

curl -L -o "5cabf86f446333f1ceb1dde263583add073eeb8c.jpg" "https://ndownloader.figshare.com/files/35805968"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35805971"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35805974"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35805977"

文件清单

  • 5cabf86f446333f1ceb1dde263583add073eeb8c.jpg(20.41 KB)
  • Table_1.xls(5.63 KB)
  • Table_2.xls(9.73 KB)
  • Table_3.xls(13.82 KB)

文件总体积 49.60 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

Abstract To determine the association between factors and adherence to immunomodulator treatment in people with multiple sclerosis treated in reference centers. Cross-sectional study conducted with 188 people who used immunomodulators in three reference centers in Ceará from March to July 2012. Adherence was assessed using the Moriskscale and factors were assessed using a questionnaire addressing socioeconomic and personal characteristics, the disease, the use of immunomodulator and educational activities. The determination of the association was expressed in crude and adjusted odds ratio with a 95% confidence interval. Adherence rate was 46% and after the logistic regression model the adherence to immunomodulator treatment was positively associated with the following factors: age 18-38 years, time of diagnosis and treatment between 6 and 24 months, 0-3.5 score in the Expanded Disability Status Scale, perception of treatment benefits, intrinsic and extrinsic motivation, phone contact with the doctor and not missing the return visit. This study is important because it allowed to determine the association between factors and adherence to immunomodulator treatment in multiple sclerosis, contributing to prevention and control actions.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.20039138.v1(source: https://scielo.figshare.com/articles/dataset/Factors_associated_with_adherence_to_immunomodulator_treatment_in_people_with_multiple_sclerosis/20039138)。

数据缺失?

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