再插管求和计算：危重患者拔管失败预测评分表_表格3

数据集获取（Figshare）

• 源站标题：Table_3_Reintubation Summation Calculation: A Predictive Score for Extubation Failure in Critically Ill Patients.docx
• DOI：10.3389/fmed.2021.789440.s003
• 发布日期：2022-02-17
• 文件数：1 个
• 文件总体积：14.81 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Table_3_Reintubation_Summation_Calculation_A_Predictive_Score_for_Extubation_Failure_in_Critically_Ill_Patients_docx/19186277

命令行下载

curl -L -o "Table_3_Reintubation Summation Calculation: A Predictive Score for Extubation Failure in Critically Ill Patients.docx" "https://ndownloader.figshare.com/files/34089209"

文件清单

• Table_3_Reintubation Summation Calculation: A Predictive Score for Extubation Failure in Critically Ill Patients.docx（14.81 KB）

文件总体积 14.81 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

ObjectiveTo derive and validate a multivariate risk score for the prediction of respiratory failure after extubation.
Patients and methodsWe performed a retrospective cohort study of adult patients admitted to the intensive care unit from January 1, 2006, to December 31, 2015, who received mechanical ventilation for ≥48 h. Extubation failure was defined as the need for reintubation within 72 h after extubation. Multivariate logistic regression model coefficient estimates generated the Re-Intubation Summation Calculation (RISC) score.
ResultsThe 6,161 included patients were randomly divided into 2 sets: derivation (n = 3,080) and validation (n = 3,081). Predictors of extubation failure in the derivation set included body mass index 2 [odds ratio (OR), 1.91; 95% CI, 1.12–3.26; P = 0.02], threshold of Glasgow Coma Scale of at least 10 (OR, 1.68; 95% CI, 1.31–2.16; P 2O (OR, 2.11; 95% CI, 1.68–2.66; P RISC predicts extubation failure in mechanically ventilated patients in the intensive care unit using several clinically relevant variables available in the electronic medical record but requires a larger validation cohort before widespread clinical implementation.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2021.789440.s003（source: https://frontiersin.figshare.com/articles/dataset/Table_3_Reintubation_Summation_Calculation_A_Predictive_Score_for_Extubation_Failure_in_Critically_Ill_Patients_docx/19186277）。