基于最小NPi预测出院结局的受试者工作特征数据

数据集获取（Figshare）

• 源站标题：The receiver operating characteristic data for the prediction of discharge outcome based on minimum NPi
• DOI：10.6084/m9.figshare.29067494.v1
• 发布日期：2025-05-14
• 文件数：1 个
• 文件总体积：17.28 KB
• 源站页面：https://figshare.com/articles/dataset/The_receiver_operating_characteristic_data_for_the_prediction_of_discharge_outcome_based_on_minimum_NPi/29067494

命令行下载

curl -L -o "Table 3 Regression analysis.docx" "https://ndownloader.figshare.com/files/54545897"

文件清单

• Table 3 Regression analysis.docx（17.28 KB）

文件总体积 17.28 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

The table presents AUROC values for minimum NPi in predicting discharge outcomes. The optimal cutoff point was determined using Youden’s J statistic, which identifies the threshold that maximizes the combined sensitivity and specificity.
Outcome categories are defined as:

• Favorable outcome: A change in functional status scale score (FSS) of less than 3 points from admission to discharge- Unfavorable outcome: A change in functional status scale score (FSS) of greater than or equal to 3 points from admission to discharge- Severe disability: A composite discharge FSS of greater than or equal to 16 points- No severe disability: A composite discharge FSS of less than 16 points- Death: Patient died during hospital admission- Alive: Patient was alive at hospital discharge

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.29067494.v1（source: https://figshare.com/articles/dataset/The_receiver_operating_characteristic_data_for_the_prediction_of_discharge_outcome_based_on_minimum_NPi/29067494）。