Scored patient-generated Subjective Global Assessment：癌症患者的住院时长和死亡率

数据集获取（Figshare）

• 源站标题：Scored patient-generated Subjective Global Assessment: Length of hospital stay and mortality in cancer patients
• DOI：10.6084/m9.figshare.5720797.v1
• 发布日期：2017-12-20
• 文件数：4 个
• 文件总体积：26.62 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Scored_patient-generated_Subjective_Global_Assessment_Length_of_hospital_stay_and_mortality_in_cancer_patients/5720797

命令行下载

curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/35701746"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/35701749"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/35701752"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/35701755"

文件清单

• Table_1.xls（5.63 KB）
• Table_2.xls（9.73 KB）
• Table_3.xls（5.63 KB）
• Table_4.xls（5.63 KB）

文件总体积 26.62 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 determine the association of a scored patient-generated Subjective Global Assessment with mortality and length of hospital stay in cancer patients. Methods Cross-sectional study carried out between July and September 2014 using secondary data collection using data from 366 medical records of patients admitted to a hospital recognized as a cancer center of excellence. The present study included patients with hospital stay over than or equal three days and minimum age of 20 years. The patient-generated Subjective Global Assessment scores were calculated and compared with the patients’ clinical and anthropometric characteristics and outcomes (death and long length of stay in hospital). Results Of the 366 patients evaluated, 36.0% were malnourished. The presence of malnutrition, according to the scored patient-generated Subjective Global Assessment, was statistically associated with the presence of metastasis (52.4%). On the other hand, malnutrition, according to the body mass index in adults (55.8%) and in older elderly patients (54.2%), was associated with death (55.0%). The adjusted logistic regression model showed that the following factors were associated with prolonged hospitalization: early nutritional screening, presence of severe malnutrition, radiotherapy and chemotherapy, and surgical procedures. As for mortality, the associated factors were: male reproductive system tumor, presence of metastasis, clinical treatment, prolonged hospitalization, and the presence of some degree of malnutrition. Conclusion The patient-generated Subjective Global Assessment score is an important risk marker of prolonged hospitalization and mortality rates. It is a useful tool capable of circumventing significant biases in the nutritional evaluation of cancer patients.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.5720797.v1（source: https://scielo.figshare.com/articles/dataset/Scored_patient-generated_Subjective_Global_Assessment_Length_of_hospital_stay_and_mortality_in_cancer_patients/5720797）。