Computer Vision-Inspired Design of Children's Medical Products

The purpose of this study is to optimize the CAD (computer-aided design) of children's medical products by using computer vision and DM (Data mining) technology. This article explores the application potential of computer vision and DM technology in the design of children's medical product...

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Main Authors: Zhenyu, Gao, Mohd Najib, Abdullah Sani
Format: Article
Language:English
Published: U-turn Press LLC 2024
Subjects:
Online Access:http://ir.unimas.my/id/eprint/45675/1/Gao_Najib_Paper.pdf
http://ir.unimas.my/id/eprint/45675/
https://cad-journal.net/files/vol_21/CAD_21(S19)_2024_97-115.pdf
https://doi.org/10.14733/cadaps.2024.S19.97-115
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spelling my.unimas.ir.456752024-08-16T07:44:11Z http://ir.unimas.my/id/eprint/45675/ Computer Vision-Inspired Design of Children's Medical Products Zhenyu, Gao Mohd Najib, Abdullah Sani NC Drawing Design Illustration TJ Mechanical engineering and machinery The purpose of this study is to optimize the CAD (computer-aided design) of children's medical products by using computer vision and DM (Data mining) technology. This article explores the application potential of computer vision and DM technology in the design of children's medical products. This article constructs a CAD design model of children's medical products combining computer vision and DM technology and verifies the feasibility and effectiveness of the CAD design model through simulation experiments. Simulation experiments and comparative experiments are carried out in this article to verify the performance of the CAD design model. The results show that the design scheme generated based on the CAD design model is significantly better than the traditional design method in personalization, accuracy, and efficiency. In addition, the user survey results also show that the medical products generated by using CAD design models can better meet the specific needs and preferences of children and improve user satisfaction with products. It provides a new and efficient method and technical support for the design of children's medical products. Keywords: Computer Vision; Data Mining; Children's Medical Products; Computer-Aided Design U-turn Press LLC 2024 Article PeerReviewed PDF en http://ir.unimas.my/id/eprint/45675/1/Gao_Najib_Paper.pdf Zhenyu, Gao and Mohd Najib, Abdullah Sani (2024) Computer Vision-Inspired Design of Children's Medical Products. Computer-Aided Design and Applications, 21 (S19). pp. 97-115. ISSN 1686-4360 https://cad-journal.net/files/vol_21/CAD_21(S19)_2024_97-115.pdf https://doi.org/10.14733/cadaps.2024.S19.97-115
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic NC Drawing Design Illustration
TJ Mechanical engineering and machinery
spellingShingle NC Drawing Design Illustration
TJ Mechanical engineering and machinery
Zhenyu, Gao
Mohd Najib, Abdullah Sani
Computer Vision-Inspired Design of Children's Medical Products
description The purpose of this study is to optimize the CAD (computer-aided design) of children's medical products by using computer vision and DM (Data mining) technology. This article explores the application potential of computer vision and DM technology in the design of children's medical products. This article constructs a CAD design model of children's medical products combining computer vision and DM technology and verifies the feasibility and effectiveness of the CAD design model through simulation experiments. Simulation experiments and comparative experiments are carried out in this article to verify the performance of the CAD design model. The results show that the design scheme generated based on the CAD design model is significantly better than the traditional design method in personalization, accuracy, and efficiency. In addition, the user survey results also show that the medical products generated by using CAD design models can better meet the specific needs and preferences of children and improve user satisfaction with products. It provides a new and efficient method and technical support for the design of children's medical products. Keywords: Computer Vision; Data Mining; Children's Medical Products; Computer-Aided Design
format Article
author Zhenyu, Gao
Mohd Najib, Abdullah Sani
author_facet Zhenyu, Gao
Mohd Najib, Abdullah Sani
author_sort Zhenyu, Gao
title Computer Vision-Inspired Design of Children's Medical Products
title_short Computer Vision-Inspired Design of Children's Medical Products
title_full Computer Vision-Inspired Design of Children's Medical Products
title_fullStr Computer Vision-Inspired Design of Children's Medical Products
title_full_unstemmed Computer Vision-Inspired Design of Children's Medical Products
title_sort computer vision-inspired design of children's medical products
publisher U-turn Press LLC
publishDate 2024
url http://ir.unimas.my/id/eprint/45675/1/Gao_Najib_Paper.pdf
http://ir.unimas.my/id/eprint/45675/
https://cad-journal.net/files/vol_21/CAD_21(S19)_2024_97-115.pdf
https://doi.org/10.14733/cadaps.2024.S19.97-115
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score 13.211869