发展中国家急性心力衰竭伴中位射血分数患者生存率队列研究数据集

巴西南部一项380例急性心力衰竭患者队列研究数据,按射血分数分组分析生存率和临床特征。

SciELO journalsSciELO journals
DataCite Commons
2021-03-25 更新
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表格SurvivorshipHeart FailureStroke VolumePrognosisMortalityMedication AdherenceEpidemiology
Survival of Patients with Acute Heart Failure and Mid-range Ejection Fraction in a Developing Country – A Cohort Study in South Brazil

基本信息

模态
表格
大小
0.000267858 GB
许可
CC BY 4.0
创建/更新时间
2021-03-25
版本
v1

资源简介

发展中国家急性心力衰竭伴中位射血分数患者生存率队列研究数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 10 个文件、合计 267.86 KB,主题涵盖 Survivorship、Heart Failure、Stroke Volume、Prognosis、Mortality,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《Survival of Patients with Acute Heart Failure and Mid-range Ejection Fraction in a Developing Country – A Cohort Study in South Brazil》。源站首次发布:2021-03-24。

【数据内容】

源站原始描述:Abstract Background Heart Failure with mid-range Ejection Fraction (HFmEF) was recently described by European and Brazilian guidelines on Heart Failure (HF). The ejection fraction (EF) is an important parameter to guide therapy and prognosis. Studies have shown conflicting results without representative data from developing countries. Objective To analyze and compare survival rate in patients with HFmEF, HF patients with reduced EF (HFrEF), and HF patients with preserved EF (HFpEF), and to evalu…

【数据结构与技术规格】

文件数 10 个,合计 267.86 KB。数据集 DOI:10.6084/m9.figshare.14277910.v1。

【主题与分类】

源站学科分类:Cardiology。主题标签:Survivorship、Heart Failure、Stroke Volume、Prognosis、Mortality、Medication Adherence、Epidemiology。

【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/Survival_of_Patients_with_Acute_Heart_Failure_and_Mid-range_Ejection_Fraction_in_a_Developing_Country_A_Cohort_Study_in_South_Brazil/14277910

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

规范引用:Petersen, Lucas Celia; Danzmann, Luiz Claudio; Bartholomay, Eduardo; Bodanese, Luiz Carlos; Donay, Brenda Gonçalves; Magedanz, Ellen Hettwer; et al. (2021). Survival of Patients with Acute Heart Failure and Mid-range Ejection Fraction in a Developing Country – A Cohort Study in South Brazil. SciELO…

【使用注意】

· 源站最后修改于 2023-06-11,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

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从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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 "0066-782X-abc-116-01-0014-gf01-en.jpg" "https://ndownloader.figshare.com/files/27092875"
curl -L -o "0066-782X-abc-116-01-0014-gf02-en.jpg" "https://ndownloader.figshare.com/files/27092878"
curl -L -o "0066-782X-abc-116-01-0014-gf03-en.jpg" "https://ndownloader.figshare.com/files/27092881"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27092884"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27092887"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27092890"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/27092893"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/27092896"

文件清单

  • 0066-782X-abc-116-01-0014-gf01-en.jpg(98.44 KB)
  • 0066-782X-abc-116-01-0014-gf02-en.jpg(66.24 KB)
  • 0066-782X-abc-116-01-0014-gf03-en.jpg(59.66 KB)
  • Table_1.xls(9.73 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(5.63 KB)
  • Table_4.xls(5.63 KB)
  • Table_5.xls(5.63 KB)
  • Table_6.xls(5.63 KB)
  • Table_7.xls(5.63 KB)

文件总体积 267.86 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 Heart Failure with mid-range Ejection Fraction (HFmEF) was recently described by European and Brazilian guidelines on Heart Failure (HF). The ejection fraction (EF) is an important parameter to guide therapy and prognosis. Studies have shown conflicting results without representative data from developing countries. Objective To analyze and compare survival rate in patients with HFmEF, HF patients with reduced EF (HFrEF), and HF patients with preserved EF (HFpEF), and to evaluate the clinical characteristics of these patients. Methods A cohort study that included adult patients with acute HF admitted through the emergency department to a tertiary hospital, reference in cardiology, in south Brazil from 2009 to 2011. The sample was divided into three groups according to EF: reduced, mid-range and preserved. A Kaplan-Meier curve was analyzed according to the EF, and a logistic regression analysis was done. Statistical significance was established as p

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14277910.v1(source: https://scielo.figshare.com/articles/dataset/Survival_of_Patients_with_Acute_Heart_Failure_and_Mid-range_Ejection_Fraction_in_a_Developing_Country_A_Cohort_Study_in_South_Brazil/14277910)。

数据缺失?

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⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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