台湾某医院2型糖尿病患者术后30天内再入院生化特征数据集

数据集获取（Figshare）

• 源站标题：Biochemical characteristics from patients diagnosed with type 2 diabetes and re-admitted within 30 days following a surgical procedure at a Taiwanese hospital and a control group
• DOI：10.6084/m9.figshare.9747692.v1
• 发布日期：2019-10-04
• 文件数：1 个
• 文件总体积：59.84 KB
• 源站页面：https://springernature.figshare.com/articles/dataset/Biochemical_characteristics_from_patients_diagnosed_with_type_2_diabetes_and_re-admitted_within_30_days_following_a_surgical_procedure_at_a_Taiwanese_hospital_and_a_control_group/9747692

命令行下载

curl -L -o "diabetes-30-day-readmission-biochemical-data.xlsx" "https://ndownloader.figshare.com/files/17505065"

文件清单

• diabetes-30-day-readmission-biochemical-data.xlsx（59.84 KB）

文件总体积 59.84 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

This dataset consists of a single Excel .xlsx file containing biochemical measurements gathered from patients diagnosed with type 2 diabetes mellitus that underwent a surgical procedure at Pao Chien Hospital, Taiwan, between January 2007 and December 2016.
The dataset (diabetes-30-day-readmission-biochemical-data.xlsx) is split into two sheets according to the two groups enrolled in the study: patients re-admitted to hospital within 30 days of discharge (sheet labelled “30-day-re-admitted”, n = 206) and a control group (sheet labelled “control-group”, n = 610).

The dataset presented here contains the following variables measured from each patient:
SBP - Systolic blood pressure (mmHg)
DBP - Diastolic blood pressure (mmHg)
HbA1c - Glycated hemoglobin (%)
AV1 - Average blood glucose (mg/dL)
SD - Standard deviation of average blood glucose (mg/dL)
Cr - Creatinine (mg/dL)
Tchol - Total cholesterol (mg/dL)
HDL - High density lipoprotein (mg/dL)
LDL - Low density lipoprotein (mg/dL)
TG - Triglyceride (mg/dL)
LOS - Lenght of stay (days)

Average blood glucose measurements (measured during the hospital stay 4 times per day before breakfast, before lunch, before dinner and at sleep time), their standard deviation and HbA1C were recorded from electronic medical records within 1 month before and after admission. TC, HDL, LDL, TG and CR were recorded at admission and within 1 month before and after admission from medical charts.

The related study investigates the relationship between the glucose variability of type 2 diabetes patients and 30-day hospital re-admission rates. Further analyses are included in the related study.

许可

CC0

引用

学术使用请引用 DOI 10.6084/m9.figshare.9747692.v1（source: https://springernature.figshare.com/articles/dataset/Biochemical_characteristics_from_patients_diagnosed_with_type_2_diabetes_and_re-admitted_within_30_days_following_a_surgical_procedure_at_a_Taiwanese_hospital_and_a_control_group/9747692）。