Automatic assessment of fine motor development in children through hand-drawn shape images

The system's structured drawing tasks for varying geometric shapes have substantial practical value for the automatic assessment of children's fine motor maturity. The scoring method developed in this study provides a clear distinction between the different developmental stages of children's fine motor skills. This system offers an effective online tool for assessing fine motor development among children, thereby providing essential preliminary reference information for physicians in subsequent clinical evaluations and significantly reducing the burden on healthcare professionals.

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Publication Details

Journal
Pediatrics & Neonatology
Published
2025-05-08
DOI
https://doi.org/10.1016/j.pedneo.2025.04.001
Citations
1
Primary Topic
Children's Physical and Motor Development
Type
article
Field-Weighted Citation Impact
3.44

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article

Automatic assessment of fine motor development in children through hand-drawn shape images

Hui-Ju Chen, Mary Ko, Tun‐Wen Pai, Yalan Yu et al.
1 citations
Pediatrics & Neonatology
Children's Physical and Motor Development
3.44
article

Automatic assessment of fine motor development in children through hand-drawn shape images

Hui-Ju Chen, Mary Ko, Tun‐Wen Pai, Yalan Yu, Sheng-Shan Chen, N. Hwang
article en
1 citations

Abstract

The system's structured drawing tasks for varying geometric shapes have substantial practical value for the automatic assessment of children's fine motor maturity. The scoring method developed in this study provides a clear distinction between the different developmental stages of children's fine motor skills. This system offers an effective online tool for assessing fine motor development among children, thereby providing essential preliminary reference information for physicians in subsequent clinical evaluations and significantly reducing the burden on healthcare professionals.

Pediatrics & NeonatologyVol. 66(6)
National Taipei University of Technology (TW), National Taiwan Ocean University (TW), National Taiwan University of Science and Technology (TW), Mackay Memorial Hospital (TW), Mackay Medical University (TW), Mackay Junior College of Medicine, Nursing and Management (TW)
National Health Research Institutes, Mackay Memorial Hospital, National Taipei University of Technology
Decent work and economic growth
Openalex Percentile: Top 10%
Children's Physical and Motor Development
3.44
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