S1 Data

该数据集包含2020-2021年芬兰175,711名偏头痛患者的医疗资源使用和成本数据,基于国家登记处的汇总数据。

NIAID Data Ecosystem
浏览 17
表格working age populationoften disabling attacks6 million €)2 257 €).studied patient cohortsmigraine affects especiallyhealthcare service providershealthcare resource utilizationretrospective observational registermigraine related costsdiv >< p5 626 €)
S1 Data

基本信息

模态
表格
大小
0.00002068 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

S1 Data

【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 20.68 KB,主题涵盖 working age population、often disabling attacks、6 million €)、2 257 €).、studied patient cohorts,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《S1 Data -》。源站首次发布:2024-03-20。

【数据内容】

源站原始描述:Migraine is a common chronic brain disorder, characterized by recurring and often disabling attacks of severe headache, with additional symptoms such as photophobia, phonophobia and nausea. Migraine affects especially the working age population. The objective of this retrospective observational register-based study was to analyze the use of healthcare services and associated costs in Finnish migraine patients. Study was based on aggregate data from January 1st, 2020, to December 31st, 2021, from…

中文译文(机器翻译,仅供快速理解,请以原文为准):偏头痛是一种常见的慢性脑部疾病,其特征是反复发作且常致失能的剧烈头痛,并伴有畏光、恐声和恶心等其他症状。偏头痛尤其影响劳动年龄人群。这项基于登记资料的回顾性观察性研究旨在分析芬兰偏头痛患者对医疗保健服务的使用及相关费用。研究基于芬兰健康与福利研究所(Finnish Institute for Health and Welfare)国家登记库自2020年1月1日至2021年12月31

【数据结构与技术规格】

文件数 1 个,合计 20.68 KB。pone.0300816.s006.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,20.68 KB。数据集 DOI:10.1371/journal.pone.0300816.s006。

【主题与分类】

源站学科分类:Biological Sciences not elsewhere classified、Science Policy。主题标签:working age population、often disabling attacks、6 million €)、2 257 €).、studied patient cohorts、migraine affects especially、healthcare service providers、healthcare resource utilization、retrospective observational register、migraine related costs。

【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/S1_Data_-/25445979

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

规范引用:Kosunen, Mikko; Rossi, Jari; Niskanen, Severi; Metsä, Roope; Kainu, Ville; Lahelma, Mari; et al. (2024). S1 Data -. PLOS ONE. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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 "pone.0300816.s006.xlsx" "https://ndownloader.figshare.com/files/45160812"

文件清单

  • pone.0300816.s006.xlsx(20.68 KB)

文件总体积 20.68 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

Migraine is a common chronic brain disorder, characterized by recurring and often disabling attacks of severe headache, with additional symptoms such as photophobia, phonophobia and nausea. Migraine affects especially the working age population. The objective of this retrospective observational register-based study was to analyze the use of healthcare services and associated costs in Finnish migraine patients. Study was based on aggregate data from January 1st, 2020, to December 31st, 2021, from the Finnish Institute for Health and Welfare’s national registries. Patients were grouped into nine patient groups according to medication prescriptions and diagnoses. Healthcare resource utilization in specialty, primary, and occupational healthcare was assessed and analyzed separately for all-cause and migraine related healthcare contacts from a one-year period. The total number of patients was 175 711, and most (45%) of the patients belonged to a group that had used only one triptan. Migraine related total healthcare resource utilization was greater for patients that had used two or more triptans compared to those that had used only one. The patients with three or more preventive medications had the highest total migraine related healthcare resource utilization of the studied patient cohorts. Of the total annual healthcare costs 11.5% (50.6 million €) was associated to be migraine related costs. Total per patient per year healthcare costs were highest with patients that had used three or more preventive medications (5 626 €) and lowest in those with only one triptan (2 257 €). Our findings are in line with the recent European Headache Federation consensus statement regarding the unmet need in patients who have had inadequate response to two or more triptans. When assessing the patient access and cost-effectiveness of novel treatments for the treatment of migraine within different healthcare systems, a holistic analysis of the current disease burden along with potential gains for patients and healthcare service providers are essential information in guiding decision-making.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0300816.s006(source: https://plos.figshare.com/articles/dataset/S1_Data_-/25445979)。

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

获取专属数据定制方案