阿尔伯塔婴儿运动量表远程医疗可靠性评估数据集

该数据集包含远程医疗记录的23名神经发育高风险婴儿的AIMS运动评估视频及评分数据,用于评估远程医疗下AIMS的信度。

Figshare
2025-01-27 更新
浏览 14
多模态Developmental diagnosisgross motor delayhigh-risk infantstelehealthtest reliability
Reliability of the Alberta Infant Motor Scale (AIMS) When Used via Telehealth for Neurodevelopmentally High-Risk Infants

基本信息

模态
多模态
大小
0.000033945 GB
许可
CC BY 4.0
创建/更新时间
2025-01-27
版本
v1

资源简介

阿尔伯塔婴儿运动量表远程医疗可靠性评估数据集

【一句话概览】

本数据集是 figshare 公开的多模态数据集,收录 2 个文件、合计 33.95 KB,主题涵盖 Developmental diagnosis、gross motor delay、high-risk infants、telehealth、test reliability,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Reliability of the Alberta Infant Motor Scale (AIMS) When Used via Telehealth for Neurodevelopmentally High-Risk Infants》。配套论文《Reliability of the Alberta Infant Motor Scale (AIMS) When Used via Telehealth for Neurodevelopmentally High-Risk Infants》发表于 Physical & Occupational Therapy In Pediatrics(2025),DOI:10.1080/01942638.2025.2451406。项目资助方:Western Sydney University provided a $300 Honors Research Grant to fund this project. This project was associated with a randomized control trial, the Best Start Trial.。源站首次发布:2025-01-27。

【数据内容】

源站原始描述:To assess the reliability of the Alberta Infant Motor Scale (AIMS) when conducted via recorded telehealth sessions by novice and expert raters. Ten assessors (six novice, four expert) independently rated recorded telehealth assessments of 23 neurodevelopmentally high-risk infants twice. Inter- and intra-rater reliability of subscale scores, total score and percentile rankings were determined. AIMS total score inter-rater reliability was excellent across all raters (ICC = 0.92–0.96). Inter-rater-…

【数据结构与技术规格】

文件数 2 个,合计 33.95 KB。ipop_a_2451406_sm0940.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.64 KB。ipop_a_2451406_sm0939.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.31 KB。数据集 DOI:10.6084/m9.figshare.28284551.v1。

【主题与分类】

源站学科分类:Medicine、Environmental Sciences not elsewhere classified、Sociology、Biological Sciences not elsewhere classified、Science Policy、Mental Health。主题标签:Developmental diagnosis、gross motor delay、high-risk infants、telehealth、test reliability。

【适用方向】

多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。

【获取与许可】

源站页面:https://tandf.figshare.com/articles/dataset/Reliability_of_the_Alberta_Infant_Motor_Scale_AIMS_When_Used_via_Telehealth_for_Neurodevelopmentally_High-Risk_Infants/28284551

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

规范引用:Reliability of the Alberta Infant Motor Scale (AIMS) When Used via Telehealth for Neurodevelopmentally High-Risk Infants. Taylor & Francis. Davies, Serena; Lucas, Barbara R.; Dwyer, Genevieve M

【使用注意】

· 源站最后修改于 2026-01-21,引用时请注意版本时效。

官方服务

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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 "ipop_a_2451406_sm0940.docx" "https://ndownloader.figshare.com/files/51947390"
curl -L -o "ipop_a_2451406_sm0939.docx" "https://ndownloader.figshare.com/files/51947393"

文件清单

  • ipop_a_2451406_sm0940.docx(16.64 KB)
  • ipop_a_2451406_sm0939.docx(17.31 KB)

文件总体积 33.95 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

To assess the reliability of the Alberta Infant Motor Scale (AIMS) when conducted via recorded telehealth sessions by novice and expert raters.
Ten assessors (six novice, four expert) independently rated recorded telehealth assessments of 23 neurodevelopmentally high-risk infants twice. Inter- and intra-rater reliability of subscale scores, total score and percentile rankings were determined.
AIMS total score inter-rater reliability was excellent across all raters (ICC = 0.92–0.96). Inter-rater-reliability across prone, supine and sitting subscale scores was excellent (ICC = 0.90–0.96) but variable for standing subscale (ICC = 0.06–0.65). Novice total score intra-rater reliability was variable (ICC = 0.45–0.94); expert reliability was excellent (ICC = 0.93–1.00). Recording to real-time telehealth assessment had excellent intra-rater reliability (ICC = 0.96). Time taken to complete the assessment was comparable to a face-to-face assessment (mean: 14.9 min). Novices paused/replayed each video more than experts (2.2 compared to 1.0 in Time 1; and 1.0 compared to 0.5 in Time 2).
The AIMS assessment is reliable when undertaken via telehealth consultation. Time taken to complete the assessment is comparable to a face-to-face assessment. Novice inter-rater reliability was similar to experts. Training and the ability to pause/review infant motor performance may explain the accuracy achieved.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.28284551.v1(source: https://tandf.figshare.com/articles/dataset/Reliability_of_the_Alberta_Infant_Motor_Scale_AIMS_When_Used_via_Telehealth_for_Neurodevelopmentally_High-Risk_Infants/28284551)。

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