数据表3:全科医生和医学生对痴呆非药物干预的当前知识与态度

德国全科医生和医学生对痴呆非药物干预知识与态度的研究数据表(PDF)。

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文本dementiaprimary carenon-pharmacological interventionsoccupational therapybehavioral therapy
Data Sheet 3_General practitioners’ and medical students’ current knowledge and attitudes toward non-pharmacological interventions for dementia.pdf

基本信息

模态
文本
大小
0.001340582 GB
许可
CC BY 4.0
创建/更新时间
2026-10-17
版本
v1

资源简介

数据表3:全科医生和医学生对痴呆非药物干预的当前知识与态度

【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 1.34 MB,主题涵盖 dementia、primary care、non-pharmacological interventions、occupational therapy、behavioral therapy,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 3_General practitioners’ and medical students’ current knowledge and attitudes toward non-pharmacological interventions for dementia.pdf》。配套论文《Impact of discontinuing non-pharmacological interventions on cognitive impairment in dementia patients by COVID-19 lockdown. A pilot observational, longitudinal, retrospective study carried out in an adult day center in Spain during the COVID-19 pandemic》发表于 Frontiers in Medicine(2023),DOI:10.3389/fmed.2023.1204151。源站首次发布:2025-07-23。

【数据内容】

源站原始描述:BackgroundGeneral practitioners in Germany infrequently prescribe effective non-pharmacological interventions for dementia patients. The aim of this study was to investigate general practitioners’ education, knowledge, and experiences as well as attitudes toward non-pharmacological interventions to identify potential strategies for increasing treatment quality. MethodsMedical students (N = 115) and practitioners (N = 19) responded to an online survey about the content of their medical studies re…

【数据结构与技术规格】

文件数 1 个,合计 1.34 MB。Data Sheet 3_General practitioners’ and medical students’ current knowledge and attitudes toward non-pharmacological interventions for dementia.pdf:application/pdf,1.34 MB。数据集 DOI:10.3389/fmed.2025.1573251.s003。

【主题与分类】

源站学科分类:Foetal Development and Medicine。主题标签:dementia、primary care、non-pharmacological interventions、occupational therapy、behavioral therapy。

【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_3_General_practitioners_and_medical_students_current_knowledge_and_attitudes_toward_non-pharmacological_interventions_for_dementia_pdf/29623976

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

规范引用:Frankenstein, Lou L.; Pickard, Lea; Franikowski, Philipp; Jahn, Georg (2025). Data Sheet 3_General practitioners’ and medical students’ current knowledge and attitudes toward non-pharmacological interventions for dementia.pdf. 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。

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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 "Data Sheet 3_General practitioners’ and medical students’ current knowledge and attitudes toward non-pharmacological interventions for dementia.pdf" "https://ndownloader.figshare.com/files/56479079"

文件清单

  • Data Sheet 3_General practitioners’ and medical students’ current knowledge and attitudes toward non-pharmacological interventions for dementia.pdf(1.34 MB)

文件总体积 1.34 MB(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

BackgroundGeneral practitioners in Germany infrequently prescribe effective non-pharmacological interventions for dementia patients. The aim of this study was to investigate general practitioners’ education, knowledge, and experiences as well as attitudes toward non-pharmacological interventions to identify potential strategies for increasing treatment quality.
MethodsMedical students (N = 115) and practitioners (N = 19) responded to an online survey about the content of their medical studies regarding dementia and two non-pharmacological interventions, occupational therapy and behavioral therapy. Additionally, practitioners (N = 41) rated their assessment and usage of non-pharmacological interventions compared to pharmacological therapy for individuals with dementia. In-depth, semi-structured interviews were conducted with general practitioners (N = 12) to determine the context factors, beliefs, knowledge, and attitudes influencing prescription decisions.
ResultsNon-pharmacological interventions seem to be highly underrepresented in medical education. Pharmacological therapy is reported to be used more often, despite possible negative side effects and despite the proven effectiveness of non-pharmacological treatment. The general practitioners’ attitudes toward behavioral and occupational therapy were heterogeneous, but uncertainty was prevalent regarding budget regulations, and reservations to allocate resources to individuals with dementia became apparent.
ConclusionTo help more people with dementia and their caregivers benefit from the positive effects of non-pharmacological interventions, general practitioners need to be better informed about these treatment options.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmed.2025.1573251.s003(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_3_General_practitioners_and_medical_students_current_knowledge_and_attitudes_toward_non-pharmacological_interventions_for_dementia_pdf/29623976)。

数据缺失?

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