腹膜透析相关性腹膜炎治疗失败的新型预测因素和风险评分数据表1

数据集获取（Figshare）

• 源站标题：Data_Sheet_1_Novel Predictors and Risk Score of Treatment Failure in Peritoneal Dialysis-Related Peritonitis.DOCX
• DOI：10.3389/fmed.2021.639744.s001
• 发布日期：2021-03-26
• 文件数：1 个
• 文件总体积：23.91 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Novel_Predictors_and_Risk_Score_of_Treatment_Failure_in_Peritoneal_Dialysis-Related_Peritonitis_DOCX/14315972

命令行下载

curl -L -o "Data_Sheet_1_Novel Predictors and Risk Score of Treatment Failure in Peritoneal Dialysis-Related Peritonitis.DOCX" "https://ndownloader.figshare.com/files/27247352"

文件清单

• Data_Sheet_1_Novel Predictors and Risk Score of Treatment Failure in Peritoneal Dialysis-Related Peritonitis.DOCX（23.91 KB）

文件总体积 23.91 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

Objective: Peritonitis is a severe complication in peritoneal dialysis (PD). This study was performed to identify predictors and establish a risk score for treatment failure in peritonitis patients.
Methods: A single-center, retrospective observational study was conducted. The basic demographic characteristics, clinical and laboratory data of all patients with peritonitis during the study period were documented and analyzed. Multivariate logistic regression was applied to examine independent predictors of treatment failure, and a risk prediction score was established.
Results: Three hundred fourteen episodes experienced by 241 patients were included in the final analysis. Logistic regression analysis indicated that PD duration (OR 1.017; P 0.005), fibrinogen (OR 1.327; P 0.021), high-density lipoprotein (OR 0.443; P 0.032), fungal infection (OR 63.413; P 0.05) and discrimination (AUROC 0.80, P Conclusions: Fibrinogen, PD duration, fungal infection, hemodialysis history, concurrent intestinal obstruction, or diabetes mellitus were independent risk factors for a poor peritonitis outcome, while the high-density lipoprotein was a protective factor. This novel risk prediction score system may be used to predict a high risk of treatment failure effectively.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2021.639744.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Novel_Predictors_and_Risk_Score_of_Treatment_Failure_in_Peritoneal_Dialysis-Related_Peritonitis_DOCX/14315972）。