新生儿气胸胸腔引流预测因素数据集

数据集获取（Figshare）

• 源站标题：Predictors of chest drainage of pneumothorax in neonates
• DOI：10.6084/m9.figshare.14317481.v1
• 发布日期：2021-03-26
• 文件数：5 个
• 文件总体积：166.68 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Predictors_of_chest_drainage_of_pneumothorax_in_neonates/14317481

命令行下载

curl -L -o "1414-431X-bjmbr-53-8-e9469-gf001.jpg" "https://ndownloader.figshare.com/files/27256010"
curl -L -o "1414-431X-bjmbr-53-8-e9469-gf002.jpg" "https://ndownloader.figshare.com/files/27256013"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27256016"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27256019"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27256022"

文件清单

• 1414-431X-bjmbr-53-8-e9469-gf001.jpg（82.46 KB）
• 1414-431X-bjmbr-53-8-e9469-gf002.jpg（63.23 KB）
• Table_1.xls（5.63 KB）
• Table_2.xls（9.73 KB）
• Table_3.xls（5.63 KB）

文件总体积 166.68 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

This is a retrospective, single-center observational study to explore the predictors of chest drainage for neonatal pneumothorax. A total of 183 neonates (age ≤28 days) who presented to the Children’'s Hospital of Soochow University between January 1, 2015 and December 31, 2018 for pneumothorax or developed pneumothorax during a hospital stay were included. Demographic data, clinical presentation, and imaging characteristics of neonatal pneumothorax were collected and analyzed. We used univariate and multivariate logistic regression analyses to determine significant predictors of chest drainage of pneumothorax in neonates. Pneumothorax occurred within 24 h after birth in 131 (71.6%) cases, between 24 and 48 h after birth in 41 (22.4%) cases, and 48 h after birth in 11 (6.0%) cases. Univariate and multivariate logistic regression analyses revealed that lung collapse ≥1/3 on initial chest X-ray (OR 4.99, 95%CI 2.25-11.07), chest retractions (OR 8.12, 95%CI 2.88-22.89), cyanosis (OR 2.25, 95%CI 1.08-4.66), and frothing from mouth (OR 2.49, 95%CI 1.12-5.49) (P<0.05 for all) were significant predictors of the need for chest drainage due to pneumothorax. In conclusion, the thorough evaluation of the above predictive factors can guide treatment and improve patient outcome.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14317481.v1（source: https://scielo.figshare.com/articles/dataset/Predictors_of_chest_drainage_of_pneumothorax_in_neonates/14317481）。