多发性硬化症疾病特征与疾病成本综述数据集
包含多发性硬化症按疾病特征分类的疾病成本综述数据,来自17篇综述和111项原始研究。

基本信息
资源简介
多发性硬化症疾病特征与疾病成本综述数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 1.51 MB,主题涵盖 Resource utilization、cost burden、cost of illness、cost-of-illness、systematic review,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《Cost of illness in multiple sclerosis by disease characteristics – A review of reviews》。配套论文《Cost of illness in multiple sclerosis by disease characteristics – A review of reviews》发表于 Expert Review of Pharmacoeconomics & Outcomes Research(2021),DOI:10.1080/14737167.2022.1987218。项目资助方:This paper is not funded.。源站首次发布:2024-05-28。
【数据内容】
源站原始描述:In light of the increasing number of economic burden studies and heterogeneity in methodology and reporting standards, there is a need for robust evidence synthesis on an umbrella review level. We performed the first review of reviews of cost-of-illness studies in multiple sclerosis. Focusing on disaggregated costs by disease characteristics (disability level, relapse, disease course), we also characterized the underlying methodological evidence base of individual (primary) studies. We identifie…
【数据结构与技术规格】
文件数 2 个,合计 1.51 MB。SUPPLEMENTAL FIGURE S1.pdf:application/pdf,421.24 KB。SUPPLEMENTAL_TABLE_S1_20210810.pdf:application/pdf,1.09 MB。数据集 DOI:10.6084/m9.figshare.25912327.v1。
【主题与分类】
源站学科分类:Medicine、Ecology、Sociology、Science Policy。主题标签:Resource utilization、cost burden、cost of illness、cost-of-illness、systematic review、overview、meta-review、umbrella review、economics、multiple sclerosis。
【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://tandf.figshare.com/articles/dataset/Cost_of_illness_in_multiple_sclerosis_by_disease_characteristics_A_review_of_reviews/25912327
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Cost of illness in multiple sclerosis by disease characteristics – A review of reviews. Taylor & Francis. Schriefer, Dirk; Haase, Rocco; Ness, Nils-Henning; Ziemssen, Tjalf
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:Cost of illness in multiple sclerosis by disease characteristics – A review of reviews
- DOI:10.6084/m9.figshare.25912327.v1
- 发布日期:2024-05-28
- 文件数:2 个
- 文件总体积:1.51 MB
- 源站页面:https://tandf.figshare.com/articles/dataset/Cost_of_illness_in_multiple_sclerosis_by_disease_characteristics_A_review_of_reviews/25912327
命令行下载
curl -L -o "SUPPLEMENTAL FIGURE S1.pdf" "https://ndownloader.figshare.com/files/46605898"
curl -L -o "SUPPLEMENTAL_TABLE_S1_20210810.pdf" "https://ndownloader.figshare.com/files/46605901"
文件清单
SUPPLEMENTAL FIGURE S1.pdf(421.24 KB)SUPPLEMENTAL_TABLE_S1_20210810.pdf(1.09 MB)
文件总体积 1.51 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
In light of the increasing number of economic burden studies and heterogeneity in methodology and reporting standards, there is a need for robust evidence synthesis on an umbrella review level.
We performed the first review of reviews of cost-of-illness studies in multiple sclerosis. Focusing on disaggregated costs by disease characteristics (disability level, relapse, disease course), we also characterized the underlying methodological evidence base of individual (primary) studies.
We identified 17 reviews encompassing 111 unique primary studies, and a high degree of overlap across reviews. Costs were substantial, rising with disability level, relapse episodes, and disease progression. Disability was the key cost driver. Compared to mild disability, total costs for moderate disability were 1.4–2.3-fold higher and 1.8–2.9-fold higher for severe disability. With escalating disability, the share of costs outside the health system (indirect costs, informal care) increasingly outweighed the share of direct medical costs. Of all 111 primary studies, 72% gathered resource use/loss data by patient self-report. Associated costs were mostly reported by disability level (75%), followed by relapse (48%) and disease course (21%). In conclusion, although heterogeneity can make in-depth comparisons of costs across studies impossible, important patterns are broadly apparent.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.25912327.v1(source: https://tandf.figshare.com/articles/dataset/Cost_of_illness_in_multiple_sclerosis_by_disease_characteristics_A_review_of_reviews/25912327)。
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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