初级牙科护理公平准入框架
基于专家共识的初级牙科护理资源分配框架,包含诊断量表、临床分类、工作量和等待时间标准。

基本信息
资源简介
初级牙科护理公平准入框架
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 5 个文件、合计 28.16 KB,主题涵盖 Health Equity、Health Resource Allocation、Oral health,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《A Framework for Equity Access to Primary Dental Care》。配套论文《A Framework for Equity Access to Primary Dental Care》发表于 Ciência & Saúde Coletiva(2020),DOI:10.1590/1413-81232020259.29832018。源站首次发布:2021-03-24。
【数据内容】
源站原始描述:Abstract The objective of this study was to demonstrate face validity with a novel resource allocation framework designed to maximize equity into dental booking systems. The study was carried out in 2014. Eleven experts in primary dental care practice in Southern Brazil participated, using a three-round consensus group technique. First, the experts reached consensus on the items to be included in a 5-level diagnostic scale. They identified 21 clinical conditions and categorized them according to…
【数据结构与技术规格】
文件数 5 个,合计 28.16 KB。数据集 DOI:10.6084/m9.figshare.14284262.v1。
【主题与分类】
源站学科分类:Health Policy。主题标签:Health Equity、Health Resource Allocation、Oral health。
【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://scielo.figshare.com/articles/dataset/A_Framework_for_Equity_Access_to_Primary_Dental_Care/14284262
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Antunes, Denise Silveira; Naidoo, Sudeshni; Myburgh, Neil; Hilgert, Juliana Balbinot; Fisher, Paul Douglas; Hugo, Fernando Neves (2020). A Framework for Equity Access to Primary Dental Care. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-11,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:A Framework for Equity Access to Primary Dental Care
- DOI:10.6084/m9.figshare.14284262.v1
- 发布日期:2021-03-24
- 文件数:5 个
- 文件总体积:28.16 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/A_Framework_for_Equity_Access_to_Primary_Dental_Care/14284262
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27135701"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27135707"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27135719"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/27135728"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/27135731"
文件清单
Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)Table_3.xls(5.63 KB)Table_4.xls(5.63 KB)Table_5.xls(5.63 KB)
文件总体积 28.16 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 The objective of this study was to demonstrate face validity with a novel resource allocation framework designed to maximize equity into dental booking systems. The study was carried out in 2014. Eleven experts in primary dental care practice in Southern Brazil participated, using a three-round consensus group technique. First, the experts reached consensus on the items to be included in a 5-level diagnostic scale. They identified 21 clinical conditions and categorized them according to the oral health intervention required. Then, they described workload and activity standards for dental staff to carry out health promotion, oral disease prevention, dental treatment, dental rehabilitation, and urgent dental care. Finally, they agreed upon a set of wait times for primary dental care, establishing maximum waits from 2 to 365 days, according to the diagnostic classification. The framework demonstrated potential ability to promote more equitable access to primary dental services, since equal diagnostic classifications share the same waiting times for the dental care they require.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.14284262.v1(source: https://scielo.figshare.com/articles/dataset/A_Framework_for_Equity_Access_to_Primary_Dental_Care/14284262)。
数据缺失?
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