心力衰竭：南里奥格兰德州的发病率和死亡率概述

数据集获取（Figshare）

• 源站标题：Heart Failure: An Overview of Morbidity and Mortality in Rio Grande do Sul
• DOI：10.6084/m9.figshare.11313230.v1
• 发布日期：2019-12-04
• 文件数：6 个
• 文件总体积：990.37 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Heart_Failure_An_Overview_of_Morbidity_and_Mortality_in_Rio_Grande_do_Sul/11313230

命令行下载

curl -L -o "2359-4802-ijcs-20190032-gf01.jpg" "https://ndownloader.figshare.com/files/20052776"
curl -L -o "2359-4802-ijcs-20190032-gf02.jpg" "https://ndownloader.figshare.com/files/20052779"
curl -L -o "2359-4802-ijcs-20190032-gf03.jpg" "https://ndownloader.figshare.com/files/20052782"
curl -L -o "2359-4802-ijcs-20190032-gf04.jpg" "https://ndownloader.figshare.com/files/20052785"
curl -L -o "2359-4802-ijcs-20190032-gf05.jpg" "https://ndownloader.figshare.com/files/20052788"
curl -L -o "2359-4802-ijcs-20190032-gf06.jpg" "https://ndownloader.figshare.com/files/20052791"

文件清单

• 2359-4802-ijcs-20190032-gf01.jpg（148.84 KB）
• 2359-4802-ijcs-20190032-gf02.jpg（158.38 KB）
• 2359-4802-ijcs-20190032-gf03.jpg（139.81 KB）
• 2359-4802-ijcs-20190032-gf04.jpg（190.24 KB）
• 2359-4802-ijcs-20190032-gf05.jpg（210.79 KB）
• 2359-4802-ijcs-20190032-gf06.jpg（142.31 KB）

文件总体积 990.37 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 (HF) is the final pathway of most cardiac diseases. Although the prevalence of HF has increased, due to the ageing of the population, more comprehensive data have shown a reduction in the percentage of HF hospital admissions over the last years. Objective: Assess the morbidity and mortality of HF patients in Brazil, Rio Grande do Sul and Porto Alegre. Method: The study is a retrospective analysis of data from the Brazilian Unified Health System’'s (Sistema Único de Saúde [SUS]) Department of Informatics (DataSUS). We evaluated the incidence of HF hospital admissions, the average length of stay, hospital costs and sex ratio, during a ten-year period (2007 to 2016). Due to availability of the system, mortality rate and age range, the total duration of the study was nine years. Results: Within this period, the percentage of hospitalizations for HF decreased. On the other hand, the length of stay increased in all regions studied. Mortality rates were in decline in all regions. Hospital costs showed an increase of 110.8%. HF was more prevalent in patients between the seventh and eighth decades of life, with men being more affected than women, except in Rio Grande do Sul. Conclusion: We conclude that, in spite of the high costs of HF to healthcare providers, hospitalizations and mortality rates have shown a significant decline over the last years, which results from the advances in the treatment of this disease, through initiatives to improve patient education, engagement and planning in health care and self-care.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11313230.v1（source: https://scielo.figshare.com/articles/dataset/Heart_Failure_An_Overview_of_Morbidity_and_Mortality_in_Rio_Grande_do_Sul/11313230）。