表1_医护人员对糖尿病视网膜病变的知识、态度和实践的叙述性综述.docx

关于医护人员对糖尿病视网膜病变筛查知识、态度和实践叙述性综述的Table 1文档。

NIAID Data Ecosystem
浏览 10
表格knowledgeattitudespracticediabeticretinopathycomplicationshealthcare professionals
Table 1_A narrative review of the knowledge, attitudes, and practices of healthcare professionals toward diabetic retinopathy.docx

基本信息

模态
表格
大小
0.000070555 GB
许可
CC BY 4.0
创建/更新时间
2026-10-17
版本
v1

资源简介

表1_医护人员对糖尿病视网膜病变的知识、态度和实践的叙述性综述.docx

【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 70.56 KB,主题涵盖 knowledge、attitudes、practice、diabetic、retinopathy,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_A narrative review of the knowledge, attitudes, and practices of healthcare professionals toward diabetic retinopathy.docx》。配套论文《Patient and health care provider knowledge of diabetes and diabetic microvascular complications: a comprehensive literature review》发表于 Reviews in Endocrine and Metabolic Disorders(2022),DOI:10.1007/s11154-022-09754-5。源站首次发布:2025-08-07。

【数据内容】

源站原始描述:BackgroundDiabetic retinopathy (DR) is a leading cause of preventable vision loss worldwide. Early screening and diagnosis are critical in mitigating vision loss in patients with diabetes. This review aims to analyze existing research on healthcare professionals’ (HCPs) knowledge, attitudes, and practices regarding DR screening. MethodsA literature search was performed using four electronic databases: Medline, Google Scholar, Science Direct, and EBSCOhost. The search terms included synonyms conn…

【数据结构与技术规格】

文件数 1 个,合计 70.56 KB。Table 1_A narrative review of the knowledge, attitudes, and practices of healthcare professionals toward diabetic retinopathy.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,70.56 KB。数据集 DOI:10.3389/fmed.2025.1536822.s001。

【主题与分类】

源站学科分类:Foetal Development and Medicine。主题标签:knowledge、attitudes、practice、diabetic、retinopathy、complications、healthcare professionals。

【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_A_narrative_review_of_the_knowledge_attitudes_and_practices_of_healthcare_professionals_toward_diabetic_retinopathy_docx/29849840

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

规范引用:Maluleke, Khisimusi Debree; Mahomed, Saajida (2025). Table 1_A narrative review of the knowledge, attitudes, and practices of healthcare professionals toward diabetic retinopathy.docx. Frontiers. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 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_A narrative review of the knowledge, attitudes, and practices of healthcare professionals toward diabetic retinopathy.docx" "https://ndownloader.figshare.com/files/57000002"

文件清单

  • Table 1_A narrative review of the knowledge, attitudes, and practices of healthcare professionals toward diabetic retinopathy.docx(70.56 KB)

文件总体积 70.56 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

BackgroundDiabetic retinopathy (DR) is a leading cause of preventable vision loss worldwide. Early screening and diagnosis are critical in mitigating vision loss in patients with diabetes. This review aims to analyze existing research on healthcare professionals’ (HCPs) knowledge, attitudes, and practices regarding DR screening.
MethodsA literature search was performed using four electronic databases: Medline, Google Scholar, Science Direct, and EBSCOhost. The search terms included synonyms connected by the Boolean operator “OR.” This search covered quantitative, qualitative, and mixed-methods research studies. The appraisal was done using the Joanna Briggs Institute’s critical tool. A total of 59 published articles were analyzed.
ResultsForty-seven articles (79.7%) assessed knowledge of HCPs, 30 (50.8%) assessed attitudes, and 42 (71.2%) assessed practices related to DR screening and referrals. The studies reveal significant differences in knowledge, attitudes, and practices regarding DR among various HCPs. There was variation in levels of knowledge amongst various categories of HCPs, with nine studies reporting 100% knowledge of DR. Positive attitudes ranged from 13 to 100%. Similar variations were reported regarding practices, with many HCPs not screening patients for DR. Inadequate training, lack of screening resources like an ophthalmoscope, dilating eye drops, and being inundated with other responsibilities were common reasons for the gaps in knowledge and practices.
ConclusionNon-ophthalmic HCPs’ knowledge, attitudes, and practices (KAP) regarding DR screening were unsatisfactory. The HCPs with an ophthalmic background had varying levels of KAP regarding DR, with some having good knowledge and others having deficiencies in applying screening guidelines and providing patient education. Regular in-service training is needed, particularly for non-ophthalmic HCPs, and resources should be available for screening at the primary care level.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2025.1536822.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_A_narrative_review_of_the_knowledge_attitudes_and_practices_of_healthcare_professionals_toward_diabetic_retinopathy_docx/29849840)。

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。

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