肥胖与急诊科首次气管插管成功及不良事件关联：日本多中心前瞻性观察研究分析

数据集获取（Figshare）

• 源站标题：Associations of obesity with tracheal intubation success on first attempt and adverse events in the emergency department: An analysis of the multicenter prospective observational study in Japan
• DOI：10.1371/journal.pone.0195938
• 发布日期：2018-04-19
• 文件数：7 个
• 文件总体积：6.60 MB
• 源站页面：https://plos.figshare.com/articles/dataset/Associations_of_obesity_with_tracheal_intubation_success_on_first_attempt_and_adverse_events_in_the_emergency_department_An_analysis_of_the_multicenter_prospective_observational_study_in_Japan/6161561

命令行下载

curl -L -o "S1 Fig.tif" "https://ndownloader.figshare.com/files/11147030"
curl -L -o "S1 Table.docx" "https://ndownloader.figshare.com/files/11147039"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/11147042"
curl -L -o "S3 Table.docx" "https://ndownloader.figshare.com/files/11147045"
curl -L -o "S4 Table.docx" "https://ndownloader.figshare.com/files/11147051"
curl -L -o "S5 Table.docx" "https://ndownloader.figshare.com/files/11147054"
curl -L -o "S6 Table.docx" "https://ndownloader.figshare.com/files/11147063"

文件清单

• S1 Fig.tif（6.23 MB）
• S1 Table.docx（53.57 KB）
• S2 Table.docx（72.94 KB）
• S3 Table.docx（74.27 KB）
• S4 Table.docx（59.61 KB）
• S5 Table.docx（58.29 KB）
• S6 Table.docx（58.03 KB）

文件总体积 6.60 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

Obesity is deemed to increase the risk of difficult tracheal intubation. However, there is a dearth of research that examines the relationship of obesity with intubation success and adverse events in the emergency department (ED). We analyzed the data from a prospective, observational, multicenter study—the Japanese Emergency Airway Network (JEAN) 2 study from 2012 through 2016. We included all adults (aged ≥18 years) who underwent tracheal intubation in the ED. Patients were categorized into three groups according to their body mass index (BMI): lean (<25.0 kg/m²), overweight (25.0–29.9 kg/m²), and obesity (≥30.0 kg/m²). Outcomes of interest were intubation success on the first attempt and intubation-related adverse events. Of 6,889 patients who are eligible for the analysis, 5,370 patients (77%) were lean, 1,177 (17%) were overweight, and 342 (4%) were obese. Compared to the lean patients, the intubation success rates were significantly lower in the overweight and obese patients (70.9% in lean, 66.4% in overweight, and 59.3% in obese patients; P<0.001). In the multivariable analysis, compared to the lean patients, overweight (adjusted odds ratio [OR], 0.85; 95%CI, 0.74–0.98) and obese (adjusted OR, 0.62; 95%CI, 0.49–0.79) patients had a significantly lower success rate on the first attempt. Additionally, obesity was significantly associated with a higher risk of adverse events (adjusted OR, 1.62; 95%CI, 1.23–2.13). Based on the data from a multicenter prospectively study, obesity was associated with a lower success rate on the first intubation attempt and a higher risk of adverse event in the ED.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0195938（source: https://plos.figshare.com/articles/dataset/Associations_of_obesity_with_tracheal_intubation_success_on_first_attempt_and_adverse_events_in_the_emergency_department_An_analysis_of_the_multicenter_prospective_observational_study_in_Japan/6161561）。