台湾院外心脏骤停发病率与结局的长期趋势研究

数据集获取（Figshare）

• 源站标题：The Secular Trends in the Incidence Rate and Outcomes of Out-of-Hospital Cardiac Arrest in Taiwan—A Nationwide Population-Based Study
• DOI：10.1371/journal.pone.0122675
• 发布日期：2015-04-15
• 文件数：17 个
• 文件总体积：4.21 MB
• 源站页面：https://plos.figshare.com/articles/dataset/_The_Secular_Trends_in_the_Incidence_Rate_and_Outcomes_of_Out_of_Hospital_Cardiac_Arrest_in_Taiwan_8212_A_Nationwide_Population_Based_Study_/1380908

命令行下载

curl -L -o "S1_Fig.tif" "https://ndownloader.figshare.com/files/2022267"
curl -L -o "S2_Fig.tif" "https://ndownloader.figshare.com/files/2022268"
curl -L -o "S3_Fig.tif" "https://ndownloader.figshare.com/files/2022269"
curl -L -o "S4_Fig.tif" "https://ndownloader.figshare.com/files/2022270"
curl -L -o "S5_Fig.tif" "https://ndownloader.figshare.com/files/2022271"
curl -L -o "S6_Fig.tif" "https://ndownloader.figshare.com/files/2022272"
curl -L -o "S7_Fig.tif" "https://ndownloader.figshare.com/files/2022273"
curl -L -o "S1_Table.doc" "https://ndownloader.figshare.com/files/2022274"

文件清单

• S1_Fig.tif（471.11 KB）
• S2_Fig.tif（470.39 KB）
• S3_Fig.tif（465.78 KB）
• S4_Fig.tif（461.97 KB）
• S5_Fig.tif（412.58 KB）
• S6_Fig.tif（394.23 KB）
• S7_Fig.tif（393.88 KB）
• S1_Table.doc（36.86 KB）
• S2_Table.doc（51.71 KB）
• S3_Table.doc（60.93 KB）
• S4_Table.doc（71.68 KB）
• S5_Table.doc（85.50 KB）
• S6_Table.doc（97.28 KB）
• S7_Table.doc（125.44 KB）
• S8_Table.doc（146.43 KB）
• S9_Table.doc（208.90 KB）
• S10_Table.doc（258.56 KB）

文件总体积 4.21 MB（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

Objective
This study investigated the trends in incidence and mortality of out-of-hospital cardiac arrest (OHCA), as well as factors associated with OHCA outcomes in Taiwan.
Methods
Our study included OHCA patients requiring cardiopulmonary resuscitation (CPR) upon arrival at the hospital. We used national time-series data on annual OHCA incidence rates and mortality rates from 2000 to 2012, and individual demographic and clinical data for all OHCA patients requiring mechanical ventilation (MV) care from March of 2010 to September of 2011. Analytic techniques included the time-series regression and the logistic regression.
Results
There were 117,787 OHCAs in total. The overall incidence rate during the 13 years was 51.1 per 100,000 persons, and the secular trend indicates a sharp increase in the early 2000s and a decrease afterwards. The trend in mortality was also curvilinear, revealing a substantial increase in the early 2000s, a subsequent steep decline and finally a modest increase. Both the 30-day and 180-day mortality rates had a long-term decreasing trend over the period (pConclusions
Overall, both the 30-day and the 180-day mortality rates after OHCA had a long-term decreasing trend, while the 1-day mortality had no long-term decline. Among OHCA patients requiring MV, those delivered to regional hospitals and those residing in non-metropolitan areas tended to have higher mortality, suggesting a need for effort to further standardize and improve in-hospital care across hospitals and to advance pre-hospital care in non-metropolitan areas.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0122675（source: https://plos.figshare.com/articles/dataset/_The_Secular_Trends_in_the_Incidence_Rate_and_Outcomes_of_Out_of_Hospital_Cardiac_Arrest_in_Taiwan_8212_A_Nationwide_Population_Based_Study_/1380908）。