美国耐药性局灶性癫痫患者的癫痫发作负担与医疗资源利用

美国耐药性局灶性癫痫患者病历数据的描述性研究,分析癫痫发作负担及医疗资源利用情况。

Taylor & FrancisTaylor & Francis
DataCite Commons
2024-10-09 更新
浏览 24
表格Drug-resistant focal epilepsyhealthcare resource utilizationuncontrolled seizuresburden of seizuresreal-world study
Seizure burden and healthcare resource utilization among people living with drug-resistant focal epilepsy in the United States

基本信息

模态
表格
大小
0.000196136 GB
许可
CC BY 4.0
创建/更新时间
2024-10-09
版本
v1

资源简介

美国耐药性局灶性癫痫患者的癫痫发作负担与医疗资源利用

【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 196.14 KB,主题涵盖 Drug-resistant focal epilepsy、healthcare resource utilization、uncontrolled seizures、burden of seizures、real-world study,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《Seizure burden and healthcare resource utilization among people living with drug-resistant focal epilepsy in the United States》。配套论文《Seizure burden and healthcare resource utilization among people living with drug-resistant focal epilepsy in the United States》发表于 Current Medical Research and Opinion(2024),DOI:10.1080/03007995.2024.2396049。源站首次发布:2024-08-22。

【数据内容】

源站原始描述:This study investigated clinical characteristics, burden of uncontrolled seizures, and seizure-related healthcare resource utilization (HRU) among individuals living with drug-resistant focal epilepsy (FE) in the United States (US). Medical charts of adults with drug-resistant FE who initiated third-line (3 L) anti-seizure medication were extracted from clinical practices in the US (1/1/2013–1/31/2020). The index date, defined as the date of 3 L initiation, was used to indicate the emergence of…

【数据结构与技术规格】

文件数 2 个,合计 196.14 KB。icmo_a_2396049_sm5967.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,64.98 KB。icmo_a_2396049_sm5966.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,131.16 KB。数据集 DOI:10.6084/m9.figshare.26807859.v1。

【主题与分类】

源站学科分类:Medicine、Neuroscience、Pharmacology、Biotechnology、Cancer、Hematology。主题标签:Drug-resistant focal epilepsy、healthcare resource utilization、uncontrolled seizures、burden of seizures、real-world study。

【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/Seizure_burden_and_healthcare_resource_utilization_among_people_living_with_drug-resistant_focal_epilepsy_in_the_United_States/26807859

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

规范引用:Seizure burden and healthcare resource utilization among people living with drug-resistant focal epilepsy in the United States. Taylor & Francis. Mao, Jianbin; Song, Yan; Cheng, Mu; Xu, Churong; Boca, Andra; Dandurand, Ann; et al

【使用注意】

· 源站最后修改于 2024-10-09,引用时请注意版本时效。

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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。

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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 "icmo_a_2396049_sm5967.docx" "https://ndownloader.figshare.com/files/48722894"
curl -L -o "icmo_a_2396049_sm5966.docx" "https://ndownloader.figshare.com/files/48722897"

文件清单

  • icmo_a_2396049_sm5967.docx(64.98 KB)
  • icmo_a_2396049_sm5966.docx(131.16 KB)

文件总体积 196.14 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

This study investigated clinical characteristics, burden of uncontrolled seizures, and seizure-related healthcare resource utilization (HRU) among individuals living with drug-resistant focal epilepsy (FE) in the United States (US).
Medical charts of adults with drug-resistant FE who initiated third-line (3 L) anti-seizure medication were extracted from clinical practices in the US (1/1/2013–1/31/2020). The index date, defined as the date of 3 L initiation, was used to indicate the emergence of drug resistance. Individuals on cenobamate were followed for any length of time from the index date. Demographic and clinical characteristics were analyzed descriptively. Primary clinical outcomes included seizure burden (i.e. change in seizure frequency and time to the first and second seizure events) and epilepsy-related HRU.
Overall, 189 neurologists/epileptologists contributed 345 charts of individuals living with drug-resistant FE (66% male; average age 24 years at diagnosis and 32 years at index date). 66% had ≥1 neurologic/neuropsychiatric comorbidity at baseline. Average monthly seizure rate decreased from 6.1 at baseline to 3.8 at follow-up; however, nearly half of individuals experienced worse/no change or only some improvement (Despite the availability of many anti-seizure medications in the US, people living with drug-resistant FE continue to experience multiple seizures per month and incur substantial healthcare resources. Novel pharmacotherapies may help individuals living with drug-resistant epilepsy achieve seizure freedom.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.26807859.v1(source: https://tandf.figshare.com/articles/dataset/Seizure_burden_and_healthcare_resource_utilization_among_people_living_with_drug-resistant_focal_epilepsy_in_the_United_States/26807859)。

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