数据表1:改善加拿大四个省份缺血性卒中治疗可及性和效率的阶梯楔形试验方法学

加拿大四省缺血性卒中治疗改善干预的阶梯楔形试验方法学文档。

ACTEAST CollaboratorsACTEAST Collaborators
NIAID Data Ecosystem
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文本ischemic strokethrombolysis (for acute ischemic stroke)endovascular thrombectomy (EVT)stepped wedge trial designImprovement CollaborativeCOVID-19
Data_Sheet_1_Improving_access_and_efficiency_of_ischemic_stroke_treatment_across_four_Canadian_provinces_using_a_stepped_wedge_trial_Methodology.docx

基本信息

模态
文本
大小
0.003100527 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

数据表1:改善加拿大四个省份缺血性卒中治疗可及性和效率的阶梯楔形试验方法学

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 3.10 MB,主题涵盖 ischemic stroke、thrombolysis (for acute ischemic stroke)、endovascular thrombectomy (EVT)、stepped wedge trial design、Improvement Collaborative,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Data_Sheet_1_Improving access and efficiency of ischemic stroke treatment across four Canadian provinces using a stepped wedge trial: Methodology.docx》。配套论文《The stepped wedge trial design: a systematic review》发表于 BMC Medical Research Methodology(2006),DOI:10.1186/1471-2288-6-54。源站首次发布:2022-10-31。

【数据内容】

源站原始描述:IntroductionIschemic stroke is treatable with thrombolysis and/or endovascular treatment. Both treatments are highly time dependent, as faster treatment results in better outcomes. Utilization of both of these treatments is less than optimal, and treatment times continue to exceed the recommended benchmarks. An improvement intervention was launched across Atlantic Canada, which has four provinces: Nova Scotia (NS), New Brunswick (NB), Prince Edward Island (PEI), and Newfoundland and Labrador (NL…

【数据结构与技术规格】

文件数 1 个,合计 3.10 MB。Data_Sheet_1_Improving access and efficiency of ischemic stroke treatment across four Canadian provinces using a stepped wedge trial: Methodology.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,3.10 MB。数据集 DOI:10.3389/fstro.2022.1014480.s001。

【主题与分类】

源站学科分类:Preventive Medicine、Diseases、Neurology and Neuromuscular Diseases、Medicine。主题标签:ischemic stroke、thrombolysis (for acute ischemic stroke)、endovascular thrombectomy (EVT)、stepped wedge trial design、Improvement Collaborative。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Improving_access_and_efficiency_of_ischemic_stroke_treatment_across_four_Canadian_provinces_using_a_stepped_wedge_trial_Methodology_docx/21435303

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

规范引用:Kamal, Noreen; Aljendi, Shadi; Carter, Alix; Cora, Elena A.; Chandler, Tania; Clift, Fraser; et al. (2022). Data_Sheet_1_Improving access and efficiency of ischemic stroke treatment across four Canadian provinces using a stepped wedge trial: Methodology.docx. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-06-08,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。

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 "Data_Sheet_1_Improving access and efficiency of ischemic stroke treatment across four Canadian provinces using a stepped wedge trial: Methodology.docx" "https://ndownloader.figshare.com/files/38040714"

文件清单

  • Data_Sheet_1_Improving access and efficiency of ischemic stroke treatment across four Canadian provinces using a stepped wedge trial: Methodology.docx(3.10 MB)

文件总体积 3.10 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

IntroductionIschemic stroke is treatable with thrombolysis and/or endovascular treatment. Both treatments are highly time dependent, as faster treatment results in better outcomes. Utilization of both of these treatments is less than optimal, and treatment times continue to exceed the recommended benchmarks. An improvement intervention was launched across Atlantic Canada, which has four provinces: Nova Scotia (NS), New Brunswick (NB), Prince Edward Island (PEI), and Newfoundland and Labrador (NL). The intervention was conducted through the ACTEAST (Atlantic Canada Together Enhancing Acute Stroke Treatment) Project, which aimed to improve access and efficiency of treatment for acute ischemic stroke patients.
Intervention and methodsThe improvement intervention was a 6-month virtual Improvement Collaborative that consisted of each stroke center assembling an interdisciplinary team, 2 full-day Learning Sessions, five to six 1-h webinars, and a site visit for each team. The Improvement Collaborative intervention was implemented using a stepped-wedge trial design, where the intervention was delivered in 3 phases. The Improvement Collaborative was initially conducted with NS, followed by NB and PEI, and the final phase was with NL. The number of participants enrolled across all 34 hospitals were 98, 86, and 72 for NS, NB-PEI, and NL, respectively. The attendance at the Learning Sessions ranged from 43 to 81 across all 3 clusters. The attendance at webinars had a mean of 29.0 (SD 6.8), 26.0 (SD 6.3), and 19.0 (SD 8.5) for the NS, NB-PEI, and NL clusters respectively.
(Anticipated) ResultsWe anticipate that an additional 3–5% of ischemic stroke patients will receive thrombolysis, EVT, or both. Additionally, we anticipate a reduction of 10–15 min in door-to-needle times across the region. This will translate to an increase in the proportion of ischemic stroke patients that will be discharged home from acute care.
DiscussionHigh level of engagement is possible in an Improvement Collaborative Intervention when implemented using a stepped-wedge trial design. The highest level of engagement was observed in the NS cluster, which maybe because this province has the most establ

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fstro.2022.1014480.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Improving_access_and_efficiency_of_ischemic_stroke_treatment_across_four_Canadian_provinces_using_a_stepped_wedge_trial_Methodology_docx/21435303)。

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