针对急诊医疗专业人员的急性冠脉综合征模拟训练策略的实施
针对急诊医护人员的急性冠脉综合征模拟训练数据集,包含训练前后测试、信心问卷及药物处方影响数据。

基本信息
资源简介
针对急诊医疗专业人员的急性冠脉综合征模拟训练策略的实施
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 7 个文件、合计 343.10 KB,主题涵盖 Acute Coronary Syndrome、Myocardial Infarction、Myocardial Reperfusion、Emergency Service Hospital、Quality Indicators,Health Care,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《Implementation of an Acute Coronary Syndrome Simulation Training Strategy for Emergency Healthcare Professionals》。配套论文《Implementation of an Acute Coronary Syndrome Simulation Training Strategy for
Emergency Healthcare Professionals》发表于 International Journal of Cardiovascular Sciences(2018),DOI:10.5935/2359-4802.20180098。源站首次发布:2019-02-06。
【数据内容】
源站原始描述:Abstract Background: The knowledge on the management of patients with acute coronary syndrome (ACS) is essential to reduce the gap between evidence and practice. Objective: To describe a simulation training strategy for emergency healthcare professionals and provide preliminary data on knowledge acquisition, learners'' confidence and prescription of medications after training. Methods: The training was part of the implementation of two myocardial infarction systems of care. It comprehended lectur…
【数据结构与技术规格】
文件数 7 个,合计 343.10 KB。数据集 DOI:10.6084/m9.figshare.7678076.v1。
【主题与分类】
源站学科分类:Cardiology。主题标签:Acute Coronary Syndrome、Myocardial Infarction、Myocardial Reperfusion、Emergency Service Hospital、Quality Indicators,Health Care。
【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://scielo.figshare.com/articles/dataset/Implementation_of_an_Acute_Coronary_Syndrome_Simulation_Training_Strategy_for_Emergency_Healthcare_Professionals/7678076
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Souza-Silva, Maíra Viana Rego; Passos, Priscilla Fortes de Oliveira; Lemos, Thais Ribeiro; Marino, Bárbara Campos Abreu; Dias, Thatiane Dantas; Machado, Geisiane Sousa Braga; et al. (2019). Implementation of an Acute Coronary Syndrome Simulation Training Strategy for Emergency Healthcare Professiona…
【使用注意】
· 源站最后修改于 2023-05-30,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:Implementation of an Acute Coronary Syndrome Simulation Training Strategy for Emergency Healthcare Professionals
- DOI:10.6084/m9.figshare.7678076.v1
- 发布日期:2019-02-06
- 文件数:7 个
- 文件总体积:343.10 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Implementation_of_an_Acute_Coronary_Syndrome_Simulation_Training_Strategy_for_Emergency_Healthcare_Professionals/7678076
命令行下载
curl -L -o "2359-4802-ijcs-20180098-gf01.jpg" "https://ndownloader.figshare.com/files/14271653"
curl -L -o "2359-4802-ijcs-20180098-gf02.jpg" "https://ndownloader.figshare.com/files/14271665"
curl -L -o "2359-4802-ijcs-20180098-gf03.jpg" "https://ndownloader.figshare.com/files/14271674"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/14271680"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/14271686"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/14271692"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/14271695"
文件清单
2359-4802-ijcs-20180098-gf01.jpg(64.11 KB)2359-4802-ijcs-20180098-gf02.jpg(73.79 KB)2359-4802-ijcs-20180098-gf03.jpg(182.68 KB)Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)Table_3.xls(5.63 KB)Table_4.xls(5.63 KB)
文件总体积 343.10 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
Abstract Background: The knowledge on the management of patients with acute coronary syndrome (ACS) is essential to reduce the gap between evidence and practice. Objective: To describe a simulation training strategy for emergency healthcare professionals and provide preliminary data on knowledge acquisition, learners’’ confidence and prescription of medications after training. Methods: The training was part of the implementation of two myocardial infarction systems of care. It comprehended lectures and simulation-based learning using high and low-fidelity mannequins and actors. It was tested in two phases: the first one in Belo Horizonte and the second one in Montes Claros, both in the state of Minas Gerais. A test was applied before and after training to assess knowledge acquisition. Confidence to perform thrombolysis in ST-elevation myocardial infarction (STEMI) patients was assessed using a questionnaire, and the impact on medication prescription analyzed STEMI patients admitted to hospitals in Montes Claros. Results: In the first phase, 156 professionals answered both tests: 70% of them improved their results and the median number of right answers increased (6, interquartile range [IQR] 5-7; vs 7 ([IQR] 6-9; p < 0.05). In the second phase, 242 professionals answered both tests: 58% of the physicians and 83% of the nurses obtained better test scores. Participants referred a positive impact on their clinical practice, 95% reported feeling very secure when perform fibrinolysis after the training, and there was also an impact on medication prescription. Conclusions: There was an impact on the learners’’ knowledge acquisition and confidence using our two-phase training model, with evidence of impact on performance.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.7678076.v1(source: https://scielo.figshare.com/articles/dataset/Implementation_of_an_Acute_Coronary_Syndrome_Simulation_Training_Strategy_for_Emergency_Healthcare_Professionals/7678076)。
数据缺失?
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