早期全膝关节置换术后再入院的风险因素数据集

数据集获取（Figshare）

• 源站标题：RISK FACTORS FOR EARLY HOSPITAL READMISSION FOLLOWING TOTAL KNEE ARTHROPLASTY
• DOI：10.6084/m9.figshare.7304693.v1
• 发布日期：2018-11-07
• 文件数：3 个
• 文件总体积：29.18 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/RISK_FACTORS_FOR_EARLY_HOSPITAL_READMISSION_FOLLOWING_TOTAL_KNEE_ARTHROPLASTY/7304693

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/13493738"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/13493741"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/13493744"

文件清单

• Table_1.xls（13.82 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（9.73 KB）

文件总体积 29.18 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

ABSTRACT Objective: To identify independent risk factors, complications and early hospital readmission following total knee arthroplasty. Methods: Using the ACS-NSQIP database, we identified patients who underwent primary TKA from 2012-2015. The primary outcome was early hospital readmission. Patient demographics, preoperative comorbidities, laboratory data, operative characteristics, and postoperative complications were compared between readmitted and non-readmitted patients. Logistic regression identified independent risk factors for 30-day readmission. Results: 137,209 patients underwent TKA; 3.4% were readmitted within 30 days. Advanced age, male sex, black ethnicity, morbid obesity, presence of preoperative comorbidities, high ASA classification, and increased operative time were independently related risk factors. Asian and no reported race were negative risk factors. Postoperative complications: acute myocardial infarction, acute renal failure, stroke, pneumonia, pulmonary embolism, and deep vein thrombosis show positive associations. Conclusions: Advanced age, male sex, black ethnicity, morbid obesity, presence of comorbidities, high ASA classification and long operative time are independent risk factors for postoperative complications and early hospital readmission following total knee arthroplasty. Level of Evidence III, Case control study.

许可

CC BY-NC 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.7304693.v1（source: https://scielo.figshare.com/articles/dataset/RISK_FACTORS_FOR_EARLY_HOSPITAL_READMISSION_FOLLOWING_TOTAL_KNEE_ARTHROPLASTY/7304693）。