妊娠期糖尿病护理模式改进：澳大利亚远北昆士兰当前实践经验的数据表1
关于澳大利亚远北昆士兰地区妊娠期糖尿病护理实践的调查研究数据，包含问卷和焦点小组文本。
基本信息
资源简介
妊娠期糖尿病护理模式改进：澳大利亚远北昆士兰当前实践经验的数据表1
【一句话概览】
本数据集是 figshare 公开的文本数据集，收录 1 个文件、合计 24.77 KB，主题涵盖 gestational diabetes–mellitus、diabetes in pregnancy、model of care、screening practices、diabetes management，可用于医学自然语言处理（实体识别、信息抽取等），CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data_Sheet_1_Improving Models of Care for Diabetes in Pregnancy: Experience of Current Practice in Far North Queensland, Australia.docx》。配套论文《Improving health service delivery for women with diabetes in pregnancy in remote Australia: survey of care in the Northern Territory Diabetes in Pregnancy Partnership》发表于 Australian and New Zealand Journal of Obstetrics and Gynaecology（2014），DOI：10.1111/ajo.12246。源站首次发布：2019-07-19。
【数据内容】
源站原始描述：Aims: To map health practitioners'' experiences and describe knowledge regarding screening and management of Diabetes in Pregnancy (DIP) in Far North Queensland, Australia. Methods: Mixed methods including a cross-sectional survey (101 respondents) and 8 focus groups with 61 health practitioners. All participants provided clinical care for women with DIP. Results: A wide range of healthcare professionals participated; 96% worked with Indigenous women, and 63% were from regional or remote work set…
【数据结构与技术规格】
文件数 1 个，合计 24.77 KB。Data_Sheet_1_Improving Models of Care for Diabetes in Pregnancy: Experience of Current Practice in Far North Queensland, Australia.docx：application/vnd.openxmlformats-officedocument.wordprocessingml.document，24.77 KB。数据集 DOI：10.3389/fpubh.2019.00192.s001。
【主题与分类】
源站学科分类：Health and Community Services、Health Care Administration、Health Counselling、Health Information Systems (incl. Surveillance)、Health Promotion、Preventive Medicine。主题标签：gestational diabetes–mellitus、diabetes in pregnancy、model of care、screening practices、diabetes management、care coordination、access to health care。
【适用方向】
文本类数据可用于医学自然语言处理，如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Improving_Models_of_Care_for_Diabetes_in_Pregnancy_Experience_of_Current_Practice_in_Far_North_Queensland_Australia_docx/8964176
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：McLean, Anna; Kirkham, Renae; Campbell, Sandra; Whitbread, Cherie; Barrett, Jennifer; Connors, Christine; et al. (2019). Data_Sheet_1_Improving Models of Care for Diabetes in Pregnancy: Experience of Current Practice in Far North Queensland, Australia.docx. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-05-30，引用时请注意版本时效。
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：Data_Sheet_1_Improving Models of Care for Diabetes in Pregnancy: Experience of Current Practice in Far North Queensland, Australia.docx
- DOI：10.3389/fpubh.2019.00192.s001
- 发布日期：2019-07-19
- 文件数：1 个
- 文件总体积：24.77 KB
- 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Improving_Models_of_Care_for_Diabetes_in_Pregnancy_Experience_of_Current_Practice_in_Far_North_Queensland_Australia_docx/8964176
命令行下载
curl -L -o "Data_Sheet_1_Improving Models of Care for Diabetes in Pregnancy: Experience of Current Practice in Far North Queensland, Australia.docx" "https://ndownloader.figshare.com/files/16402466"
文件清单
Data_Sheet_1_Improving Models of Care for Diabetes in Pregnancy: Experience of Current Practice in Far North Queensland, Australia.docx（24.77 KB）
文件总体积 24.77 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
Aims: To map health practitioners’’ experiences and describe knowledge regarding screening and management of Diabetes in Pregnancy (DIP) in Far North Queensland, Australia.
Methods: Mixed methods including a cross-sectional survey (101 respondents) and 8 focus groups with 61 health practitioners. All participants provided clinical care for women with DIP.
Results: A wide range of healthcare professionals participated; 96% worked with Indigenous women, and 63% were from regional or remote work settings. Universal screening for gestational diabetes at 24–28 weeks gestation was reported as routine with 87% using a 75 g Oral Glucose Tolerance Test. Early screening for DIP was reported by 61% although there was large variation in screening methods and who should be screened Conclusions: Communication, information technology systems, coordination of care, and education for health professionals are key areas that will be addressed by a complex health systems intervention being undertaken by the DIP Partnership in North Queensland.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fpubh.2019.00192.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Improving_Models_of_Care_for_Diabetes_in_Pregnancy_Experience_of_Current_Practice_in_Far_North_Queensland_Australia_docx/8964176）。
数据缺失？
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