新生儿科医生管理妊娠糖尿病并发症能力评估横断面分析数据集

中国湖北省新生儿科医生对妊娠糖尿病并发症管理的知识、态度与实践横断面调查数据集。

NIAID Data Ecosystem
浏览 19
表格gestational diabetes mellitusprevalenceneonatologyKAPChina cardiomyopathyalongside significantly
Table 1_Assessment of neonatologists' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx

基本信息

模态
表格
大小
0.000014625 GB
许可
CC BY 4.0
创建/更新时间
2026-10-09
版本
v1

资源简介

新生儿科医生管理妊娠糖尿病并发症能力评估横断面分析数据集

【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 14.62 KB,主题涵盖 gestational diabetes mellitus、prevalence、neonatology、KAP、China cardiomyopathy,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《Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx》。配套论文《Diagnosis of Gestational Diabetes Mellitus in China: Perspective, Progress and Prospects》发表于 Maternal-Fetal Medicine(2019),DOI:10.1097/FM9.0000000000000008。源站首次发布:2025-07-03。

【数据内容】

源站原始描述:BackgroundGestational diabetes mellitus (GDM) significantly impacts long-term child health outcomes. This study assessed neonatologists'' knowledge, attitudes, and practices (KAP) regarding GDM-related complications in offspring. MethodsA cross-sectional study of 1,614 neonatologists in Hubei Province, China, utilized a validated 28-item questionnaire examining knowledge (12 items), attitudes (8 items), and practices (8 items). Responses were scored on a trichotomous scale. Binary logistic regres…

【数据结构与技术规格】

文件数 1 个,合计 14.62 KB。Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,14.62 KB。数据集 DOI:10.3389/fendo.2025.1574480.s001。

【主题与分类】

源站学科分类:Cell Metabolism。主题标签:gestational diabetes mellitus、prevalence、neonatology、KAP、China cardiomyopathy、alongside significantly。

【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://frontiersin.figshare.com/articles/dataset/Table_1_Assessment_of_neonatologists_competency_in_managing_gestational_diabetes_complications_a_cross-sectional_analysis_from_China_docx/29468915

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Yang, Yi; Yang, Yao (2025). Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx. Frontiers. Dataset

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

命令行下载

curl -L -o "Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx" "https://ndownloader.figshare.com/files/55955936"

文件清单

  • Table 1_Assessment of neonatologists'' competency in managing gestational diabetes complications: a cross-sectional analysis from China.docx(14.62 KB)

文件总体积 14.62 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

BackgroundGestational diabetes mellitus (GDM) significantly impacts long-term child health outcomes. This study assessed neonatologists’’ knowledge, attitudes, and practices (KAP) regarding GDM-related complications in offspring.
MethodsA cross-sectional study of 1,614 neonatologists in Hubei Province, China, utilized a validated 28-item questionnaire examining knowledge (12 items), attitudes (8 items), and practices (8 items). Responses were scored on a trichotomous scale. Binary logistic regression analyzed predictors of satisfactory performance across domains.
ResultsAmong 1,614 neonatologists, 1,437 (89%) demonstrated satisfactory knowledge, 1,513 (94%) positive attitudes, and 1,165 (72%) good practices. Knowledgeable practitioners were significantly older (45.4 vs 36.2 years; OR 1.42 [95% CI 1.40-1.44]; pDespite high knowledge levels and positive attitudes, particularly among experienced practitioners in academic settings, implementation gaps exist in follow-up protocols and specialist referrals. Practice setting significantly influences care delivery, suggesting the need for standardized protocols across healthcare tiers.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fendo.2025.1574480.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Assessment_of_neonatologists_competency_in_managing_gestational_diabetes_complications_a_cross-sectional_analysis_from_China_docx/29468915)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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