Phototest在智利农村老年人远程神经心理学中的临床效用数据集-49722

该数据集包含智利农村老年人的认知评估数据,用于研究Phototest在远程识别轻度认知障碍中的临床效用。

SciELO journalsSciELO journals
DataCite Commons
2022-09-27 更新
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表格Neuropsychological TestsTelemedicineCognitive DysfunctionRural PopulationCOVID-19
Clinical utility of Phototest via teleneuropsychology in Chilean rural older adults

基本信息

模态
表格
大小
0.000078225 GB
许可
CC BY 4.0
创建/更新时间
2022-09-27
版本
v1

资源简介

Phototest在智利农村老年人远程神经心理学中的临床效用数据集

【一句话概览】

COVID-19疫情期间,为分析Phototest通过远程医疗识别智利农村有记忆抱怨老年人轻度认知障碍的临床效用,研究对Los Lagos地区111名轻度认知障碍患者与130名健康对照进行横断面病例对照比较,采用改良简易精神状态检查(MMSEm)和智(来源 figshare,CC BY 4.0 许可)。

【数据集背景】

本数据集源站标题为《Clinical utility of Phototest via teleneuropsychology in Chilean rural older adults》。配套论文《Clinical utility of Phototest via teleneuropsychology in Chilean rural older adults》发表于 Dementia & Neuropsychologia(2022),DOI:10.1590/1980-5764-dn-2021-0082。源站首次发布:2022-09-27。

【数据内容】

源站原始描述:ABSTRACT. The COVID-19 pandemic has shown the need for neuropsychological care for older adults with memory complaints in different contexts, including rural areas or areas with difficult access. Objective: This study aimed to analyze the clinical utility of the Phototest, through telemedicine, to identify mild cognitive impairment in rural older adults with memory complaints, during the COVID-19 pandemic. Methods: We performed a cross-sectional, case-control, and clinical utility comparison of…

【数据结构与技术规格】

文件数 4 个,合计 78.22 KB。数据集 DOI:10.6084/m9.figshare.21213074.v1。

【主题与分类】

源站学科分类:Medicine、Geriatrics and Gerontology、Psychiatry (incl. Psychotherapy)、Neurology and Neuromuscular Diseases、Nursing not elsewhere classified、Health Care Administration。主题标签:Neuropsychological Tests、Telemedicine、Cognitive Dysfunction、Rural Population、COVID-19。

【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/Clinical_utility_of_Phototest_via_teleneuropsychology_in_Chilean_rural_older_adults/21213074

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

规范引用:Caldichoury, Nicole; Soto-Añari, Marcio; Camargo, Loida; Porto, María Fernanda; Herrera-Pino, Jorge; Shelach, Salomón; et al. (2022). Clinical utility of Phototest via teleneuropsychology in Chilean rural older adults. SciELO journals. Dataset

【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

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 "453af208744e59217ab05c8bd4c73e7177f61c89.png" "https://ndownloader.figshare.com/files/37616984"
curl -L -o "37c7b6607989660e982b7f500d3ac4108bf623e9.jpg" "https://ndownloader.figshare.com/files/37616987"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/37616990"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/37616993"

文件清单

  • 453af208744e59217ab05c8bd4c73e7177f61c89.png(61.62 KB)
  • 37c7b6607989660e982b7f500d3ac4108bf623e9.jpg(5.34 KB)
  • Table_1.xls(5.63 KB)
  • Table_2.xls(5.63 KB)

文件总体积 78.22 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 COVID-19 pandemic has shown the need for neuropsychological care for older adults with memory complaints in different contexts, including rural areas or areas with difficult access. Objective: This study aimed to analyze the clinical utility of the Phototest, through telemedicine, to identify mild cognitive impairment in rural older adults with memory complaints, during the COVID-19 pandemic. Methods: We performed a cross-sectional, case-control, and clinical utility comparison of brief cognitive tests (BCTs). The sample included 111 rural elderly people with mild cognitive impairment (MCI) and 130 healthy controls from the Los Lagos region, Chile. The instruments adopted were modified Mini-Mental State Examination (MMSEm) and adapted version of the Phototest (PT) for Chile. Results: To identify mild cognitive impairment, using a cutoff score of 27-28 points, the Phototest showed a sensitivity of 96.6% and a specificity of 81.8%; indicators superior to those of the MMSEm. Conclusions: The Phototest is more accurate than the MMSEm in identifying cognitive alterations in rural older adults with cognitive memory complaints through telemedicine. Therefore, its use in primary care is recommended in order to perform early detection of preclinical cognitive alterations in mild cognitive impairment or neurodegenerative diseases.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.21213074.v1(source: https://scielo.figshare.com/articles/dataset/Clinical_utility_of_Phototest_via_teleneuropsychology_in_Chilean_rural_older_adults/21213074)。

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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