巴西南部初级医疗环境中痴呆及非痴呆认知障碍的患病率

巴西南部初级医疗环境中299名老年人的痴呆、认知障碍及抑郁患病率调查数据集。

Figshare
2021-07-01 更新
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表格DementiaPublic healthDepressionCognitive declineAlzheimer’s disease
Prevalence of dementia and cognitive impairment with no dementia in a primary care setting in southern Brazil

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2021-07-01
版本
v1

资源简介

巴西南部初级医疗环境中痴呆及非痴呆认知障碍的患病率

【数据集背景】

本数据集源站标题为《Prevalence of dementia and cognitive impairment with no dementia in a primary care setting in southern Brazil》。配套论文《Prevalence of dementia and cognitive impairment with no dementia in a primary care setting in southern Brazil》发表于 Arquivos de Neuro-Psiquiatria(2021),DOI:10.1590/0004-282x-anp-2020-0410。源站首次发布:2021-08-27。

【数据内容】

源站原始描述:ABSTRACT Background: Cognitive decline is a common condition, but is still underrepresented in studies conducted in developing countries. Objective: To calculate the prevalence of cognitive decline and depression in an elderly community-dwelling population in a city in southern Brazil. Methods: We calculated the prevalences of dementia, cognitive impairment with no dementia (CIND) and symptoms of depression in an elderly population relying on the public healthcare system. This epidemiological st…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。数据集 DOI:10.6084/m9.figshare.16495165.v1。

【主题与分类】

源站学科分类:Neuroscience、Psychiatry (incl. Psychotherapy)。主题标签:Dementia、Public health、Depression、Cognitive decline、Alzheimer’s disease。

【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://scielo.figshare.com/articles/dataset/Prevalence_of_dementia_and_cognitive_impairment_with_no_dementia_in_a_primary_care_setting_in_southern_Brazil/16495165

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

规范引用:Ferreira-Filho, Sérgio Ferreira de; Borelli, Wyllians Vendramini; Sguario, Rodrigo Mantovani; Biscaia, Gustavo Fiorentin; Müller, Vitória Schneider; Vicentini, Guilherme; et al. (2021). Prevalence of dementia and cognitive impairment with no dementia in a primary care setting in southern Brazil. Sci…

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

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 "Table_1.xls" "https://ndownloader.figshare.com/files/30526171"

文件清单

  • Table_1.xls(5.63 KB)

文件总体积 5.63 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 Background: Cognitive decline is a common condition, but is still underrepresented in studies conducted in developing countries. Objective: To calculate the prevalence of cognitive decline and depression in an elderly community-dwelling population in a city in southern Brazil. Methods: We calculated the prevalences of dementia, cognitive impairment with no dementia (CIND) and symptoms of depression in an elderly population relying on the public healthcare system. This epidemiological study in Pelotas, Brazil, was conducted within the primary care setting. It included 299 older adults (mean age = 69.75 ± 7.6 years) who presented low levels of education (mean = 4.16 ± 3.17 years of education). They underwent cognitive screening and their medical records were analyzed. Results: Among these older adults, 142 (47.5%) presented cognitive decline: 104 (34.8%) matching the cognitive criteria for CIND and 38 (12.7%) matching the cognitive criteria for dementia. Among all the individuals who completed the cognitive screening, 141 (48.4%) were positive for symptoms of depression, of whom 99 (34%) did not have any previous diagnosis in their medical records. Conclusion: There was high prevalence of cognitive impairment among these older adults in a primary care setting. A large number of older adults were found to have symptoms of depression without any diagnosis.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.16495165.v1(source: https://scielo.figshare.com/articles/dataset/Prevalence_of_dementia_and_cognitive_impairment_with_no_dementia_in_a_primary_care_setting_in_southern_Brazil/16495165)。

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