妊娠期糖尿病女性75g口服葡萄糖耐量试验水平作为母体和新生儿结局的预测因素:横断面研究
包含174例GDM孕妇的OGTT结果及妊娠结局数据,用于评估OGTT异常对不良妊娠结局的预测价值。

基本信息
资源简介
妊娠期糖尿病女性75g口服葡萄糖耐量试验水平作为母体和新生儿结局的预测因素:横断面研究
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 55.61 KB,主题涵盖 Gestational diabetes mellitus、OGTT、maternal outcomes、neonatal outcomes、pregnancy adverse outcomes,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Maternal 75 g oral glucose tolerance test levels as a predictive factor formaternal and neonatal outcomes in women with gestational diabetes mellitus:A Cross- Sectional Study》。项目资助方:Jeannelyn T. Natu-el。源站首次发布:2025-04-28。
【数据内容】
源站原始描述:BACKGROUNDGestational diabetes which affects 3% to 6% of all pregnancies is an important issue which should be handled with specific treatment in addition to routine antenatal care to reduce the risks of maternal and perinatal morbidity. METHODS This was a one-year retrospective analysis of pregnant women with GDM who gave birth in our hospital between December 2020 and November 2021. We have a total of 5152 obstetric admissions, 3681 high risk cases, and 197 women diagnosed with gestational dia…
【数据结构与技术规格】
文件数 1 个,合计 55.61 KB。Predictive Value of OGTT in GDM Outcomes data collection.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,55.61 KB。数据集 DOI:10.6084/m9.figshare.28881563.v1。
【主题与分类】
源站学科分类:Obstetrics and gynaecology。主题标签:Gestational diabetes mellitus、OGTT、maternal outcomes、neonatal outcomes、pregnancy adverse outcomes、glucose tolerance test values。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://figshare.com/articles/dataset/Maternal_75_g_oral_glucose_tolerance_test_levels_as_a_predictive_factor_formaternal_and_neonatal_outcomes_in_women_with_gestational_diabetes_mellitus_A_Cross-_Sectional_Study/28881563
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Natu-el, Jeannelyn (2025). Maternal 75 g oral glucose tolerance test levels as a predictive factor formaternal and neonatal outcomes in women with gestational diabetes mellitus:A Cross- Sectional Study. figshare. Dataset
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Maternal 75 g oral glucose tolerance test levels as a predictive factor formaternal and neonatal outcomes in women with gestational diabetes mellitus:A Cross- Sectional Study
- DOI:10.6084/m9.figshare.28881563.v1
- 发布日期:2025-04-28
- 文件数:1 个
- 文件总体积:55.61 KB
- 源站页面:https://figshare.com/articles/dataset/Maternal_75_g_oral_glucose_tolerance_test_levels_as_a_predictive_factor_formaternal_and_neonatal_outcomes_in_women_with_gestational_diabetes_mellitus_A_Cross-_Sectional_Study/28881563
命令行下载
curl -L -o "Predictive Value of OGTT in GDM Outcomes data collection.xlsx" "https://ndownloader.figshare.com/files/54013682"
文件清单
Predictive Value of OGTT in GDM Outcomes data collection.xlsx(55.61 KB)
文件总体积 55.61 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
BACKGROUNDGestational diabetes which affects 3% to 6% of all pregnancies is an important issue which should be handled with specific treatment in addition to routine antenatal care to reduce the risks of maternal and perinatal morbidity.
METHODS
This was a one-year retrospective analysis of pregnant women with GDM who gave birth in our hospital between December 2020 and November 2021. We have a total of 5152 obstetric admissions, 3681 high risk cases, and 197 women diagnosed with gestational diabetes mellitus based on the IADPSG guideline. Due to incomplete data, 23 cases were excluded, bringing the total number of cases for final analysis to 174. Demographics , as well as their OGTT results, GDM treatment, mode of delivery, and maternal and neonatal outcomes, were all documented.
RESULTSFor the 174 subjects, we calculated crude odds ratios for adverse pregnancy outcomes associated with abnormalities of the 75g OGTT, those patients with abnormal 1st hr 75
g OGTT were more likely to have antepartum complications with odds ratio (OR) of 2.40 (95 % confidence interval [CI] 1.17 to 4.94), and have preterm babies with OR 4.2 ( 95% CI, 1.04 to 16.9). When all 3 criteria are elevated, patients were more likely to have antepartum complication with OD 3.09, (95% CI, 1.16 to 8.19), low APGAR score with OR 6.87 (95% CI 1.43- 34), and have preterm babies with OR 5.64 (95% CI 1.48- 21.5). There were no statistical significance on the other adverse pregnancy outcomes
CONCLUSIONS
Our results indicate that the 1- h OGTT values is positively predictive with adverse antepartum pregnancy outcomes and preterm births and abnormalities on all 3 criteria were found to be positive predictors of unfavorable antepartum outcomes, low APGAR score, and preterm births.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.28881563.v1(source: https://figshare.com/articles/dataset/Maternal_75_g_oral_glucose_tolerance_test_levels_as_a_predictive_factor_formaternal_and_neonatal_outcomes_in_women_with_gestational_diabetes_mellitus_A_Cross-_Sectional_Study/28881563)。
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