表6_心力衰竭患者再入院相关因素
一份关于146例心力衰竭患者再入院相关因素分析的表格数据,涵盖人口学、临床特征、实验室指标和用药信息。

基本信息
资源简介
表6_心力衰竭患者再入院相关因素
【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 18.52 KB,主题涵盖 heart failure、factors、readmission、non-compliance、non-adherence,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《Table6_Factors Associated With Hospital Readmission of Heart Failure Patients.docx》。配套论文《Length of Hospital Stay and 30-Day Readmission Following Heart Failure Hospitalization: Insights from the EVEREST Trial》发表于 European Journal of Heart Failure(2015),DOI:10.1002/ejhf.282。源站首次发布:2021-10-11。
【数据内容】
源站原始描述:Background: Heart failure (HF) is a significant cause of mortality, morbidity and impaired quality of life and is the leading cause of readmissions and hospitalization. This study aims to identify the factors contributing to readmission in patients with HF. Methods: A prospective-observational single-centre study was conducted in Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates. A total of 146 patients with HF are included in the study. Patient’s demographics, patient medical chara…
【数据结构与技术规格】
文件数 1 个,合计 18.52 KB。Table6_Factors Associated With Hospital Readmission of Heart Failure Patients.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,18.52 KB。数据集 DOI:10.3389/fphar.2021.732760.s001。
【主题与分类】
源站学科分类:Basic Pharmacology、Clinical Pharmacology and Therapeutics、Clinical Pharmacy and Pharmacy Practice、Pharmaceutical Sciences、Pharmacogenomics、Pharmacology。主题标签:heart failure、factors、readmission、non-compliance、non-adherence、financial。
【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/Table6_Factors_Associated_With_Hospital_Readmission_of_Heart_Failure_Patients_docx/16782184
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Al-Tamimi, Maitha Abdul-Aziz; Gillani, Syed Wasif; Alhakam, Mohamed Elhassan Abd; Sam, Kishore Gnana (2021). Table6_Factors Associated With Hospital Readmission of Heart Failure Patients.docx. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-09,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:Table6_Factors Associated With Hospital Readmission of Heart Failure Patients.docx
- DOI:10.3389/fphar.2021.732760.s001
- 发布日期:2021-10-11
- 文件数:1 个
- 文件总体积:18.52 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table6_Factors_Associated_With_Hospital_Readmission_of_Heart_Failure_Patients_docx/16782184
命令行下载
curl -L -o "Table6_Factors Associated With Hospital Readmission of Heart Failure Patients.docx" "https://ndownloader.figshare.com/files/31046236"
文件清单
Table6_Factors Associated With Hospital Readmission of Heart Failure Patients.docx(18.52 KB)
文件总体积 18.52 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
Background: Heart failure (HF) is a significant cause of mortality, morbidity and impaired quality of life and is the leading cause of readmissions and hospitalization. This study aims to identify the factors contributing to readmission in patients with HF.
Methods: A prospective-observational single-centre study was conducted in Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates. A total of 146 patients with HF are included in the study. Patient’s demographics, patient medical characteristics, lab values, medications were collected for each patient, and the factors associated with readmission are identified. The primary outcome is to identify the factors contributing to readmission and reduce readmission rate. SPSS software for windows version 26 is used for data analysis.
Results: The number of patients with heart failure admitted to hospital is higher with males (73.3%) than females. 42.1% were readmitted and were not compliant, whereas patients who are not readmitted and were compliant shows a lower percentage. Noncompliance was the most significant factor associated with readmission (p = 0.02, OR = 3.6, 95%CI: 1.57 - 8.28). Other factors that are associated with readmission were low haemoglobin (p = 0.001, OR = 0.96, 95%CI: 0.94 - 0.98), and NYHA class of HF (p = 0.023, OR = 2.22, 95%CI: 1.12 - 4.43). In addition, there are other factors that are linked with the disease but were not associated with readmission in our findings such as hypertension, coronary artery disease, gender, systolic blood pressure on admission, and age. Majority of the readmitted patients were NYHA Class IV 32/57 (56.1%) against 20/89 (22.7%) in non-readmission group. Length of stay is (Median ± IQR, 6 ± 8.5).
Conclusion: The study has revealed that noncompliance, low haemoglobin and NYHA Class IV of HF were the main factors associated with readmission. Clinical pharmacist as a team member could help to improve adherence in order to reduce the rate of admission.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fphar.2021.732760.s001(source: https://frontiersin.figshare.com/articles/dataset/Table6_Factors_Associated_With_Hospital_Readmission_of_Heart_Failure_Patients_docx/16782184)。
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