急性缺血性卒中护理中高级影像的成本-后果分析数据表1
急性缺血性卒中高级CTAP初始成像与标准影像策略成本-后果分析数据表,含决策模拟、成本与90天mRS结局结果。

基本信息
资源简介
急性缺血性卒中护理中高级影像的成本-后果分析数据表1
【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 51.65 KB,主题涵盖 cost-consequence analysis、acute ischemic stroke、computerized tomography (CT)、angiography、perfusion,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《Data_Sheet_1_Cost-Consequence Analysis of Advanced Imaging in Acute Ischemic Stroke Care.docx》。配套论文《Guidelines for the Early Management of Patients With Acute Ischemic Stroke: 2019 Update to the 2018 Guidelines for the Early Management of Acute Ischemic Stroke: A Guideline for Healthcare Professionals From the American Heart Association/American Stroke Association》发表于 Stroke(2019),DOI:10.1161/STR.0000000000000211。源站首次发布:2021-11-26。
【数据内容】
源站原始描述:Introduction: The purpose of this study was to illustrate the potential costs and health consequences of implementing advanced CT angiography and perfusion (CTAP) as the initial imaging in patients presenting with acute ischemic stroke (AIS) symptoms at a comprehensive stroke center (CSC). Methods: A decision-simulation model based on the American Heart Association''s recommendations for AIS care pathways was developed to assess imaging strategies for a 5-year period from the institutional perspe…
【数据结构与技术规格】
文件数 1 个,合计 51.65 KB。Data_Sheet_1_Cost-Consequence Analysis of Advanced Imaging in Acute Ischemic Stroke Care.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,51.65 KB。数据集 DOI:10.3389/fneur.2021.774657.s001。
【主题与分类】
源站学科分类:Neurology and Neuromuscular Diseases、Neurogenetics。主题标签:cost-consequence analysis、acute ischemic stroke、computerized tomography (CT)、angiography、perfusion。
【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Cost-Consequence_Analysis_of_Advanced_Imaging_in_Acute_Ischemic_Stroke_Care_docx/17084918
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Boltyenkov, Artem T.; Martinez, Gabriela; Pandya, Ankur; Katz, Jeffrey M.; Wang, Jason J.; Naidich, Jason J.; et al. (2021). Data_Sheet_1_Cost-Consequence Analysis of Advanced Imaging in Acute Ischemic Stroke Care.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。
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:Data_Sheet_1_Cost-Consequence Analysis of Advanced Imaging in Acute Ischemic Stroke Care.docx
- DOI:10.3389/fneur.2021.774657.s001
- 发布日期:2021-11-26
- 文件数:1 个
- 文件总体积:51.65 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Cost-Consequence_Analysis_of_Advanced_Imaging_in_Acute_Ischemic_Stroke_Care_docx/17084918
命令行下载
curl -L -o "Data_Sheet_1_Cost-Consequence Analysis of Advanced Imaging in Acute Ischemic Stroke Care.docx" "https://ndownloader.figshare.com/files/31589756"
文件清单
Data_Sheet_1_Cost-Consequence Analysis of Advanced Imaging in Acute Ischemic Stroke Care.docx(51.65 KB)
文件总体积 51.65 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
Introduction: The purpose of this study was to illustrate the potential costs and health consequences of implementing advanced CT angiography and perfusion (CTAP) as the initial imaging in patients presenting with acute ischemic stroke (AIS) symptoms at a comprehensive stroke center (CSC).
Methods: A decision-simulation model based on the American Heart Association’'s recommendations for AIS care pathways was developed to assess imaging strategies for a 5-year period from the institutional perspective. The following strategies were compared: (1) advanced CTAP imaging: NCCT + CTA + CT perfusion at the time of presentation; (2) standard-of-care: non-contrast CT (NCCT) at the time of presentation, with CT angiography (CTA) ± CT perfusion only in select patients (initial imaging to exclude hemorrhage and extensive ischemia) for mechanical thrombectomy (MT) evaluation. Model parameters were defined with evidence-based data. Cost-consequence and sensitivity analyses were performed. The modified Rankin Scale (mRS) at 90 days was used as the outcome measure.
Results: The decision-simulation modeling revealed that adoption of the advanced CTAP imaging increased per-patient imaging costs by 1.19% ($9.28/$779.72), increased per-patient treatment costs by 33.25% ($729.96/$2,195.24), and decreased other per-patient acute care costs by 0.7% (–$114.12/$16,285.85). The large increase in treatment costs was caused by higher proportion of patients being treated. However, improved outcomes lowered the other per-patient acute care costs. Over the five-year period, advanced CTAP imaging led to 1.63% (66/4,040) more patients with good outcomes (90-day mRS 0-2), 2.23% (66/2,960) fewer patients with poor outcomes (90-day mRS 3-5), and no change in mortality (90-day mRS 6). Our CT equipment utilization analysis showed that the demand for CT equipment in terms of scanner time (minutes) was 24% lower in the advanced CTAP imaging strategy compared to the standard-of-care strategy. The number of EVT procedures performed at the CSC may increase by 50%.
Conclusions: Our study reveals that adoption of advanced CTAP imaging at presentation increases the demand for treatment of acute ischemic str
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fneur.2021.774657.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Cost-Consequence_Analysis_of_Advanced_Imaging_in_Acute_Ischemic_Stroke_Care_docx/17084918)。
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