Cargando…
Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology
Global aging is becoming more and more serious, and the nursing problems of the elderly will become very serious in the future. The article designs a control system with ATmega128 as the main controller based on the function of the multifunctional nursing robot. The article uses a convolutional neur...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643241/ https://www.ncbi.nlm.nih.gov/pubmed/34873437 http://dx.doi.org/10.1155/2021/1721529 |
_version_ | 1784609843304202240 |
---|---|
author | Cai, Yanxue Clinto, Moorhe Xiao, Zhangbo |
author_facet | Cai, Yanxue Clinto, Moorhe Xiao, Zhangbo |
author_sort | Cai, Yanxue |
collection | PubMed |
description | Global aging is becoming more and more serious, and the nursing problems of the elderly will become very serious in the future. The article designs a control system with ATmega128 as the main controller based on the function of the multifunctional nursing robot. The article uses a convolutional neural network structure to estimate the position of 3D human joints. The article maps the joint coordinates of the colour map to the depth map based on the two camera parameters. At the same time, 15 joint heat maps are constructed with the joint depth map coordinates as the centre, and the joint heat map and the depth map are bound to the second-level neural network. The prediction of the position of the user's armpit is further completed by image processing technology. We compare this method with other attitude prediction methods to verify the advantages of this research method. The research background of this article is carried out in the context of global aging in the 21st century. |
format | Online Article Text |
id | pubmed-8643241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-86432412021-12-05 Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology Cai, Yanxue Clinto, Moorhe Xiao, Zhangbo J Healthc Eng Research Article Global aging is becoming more and more serious, and the nursing problems of the elderly will become very serious in the future. The article designs a control system with ATmega128 as the main controller based on the function of the multifunctional nursing robot. The article uses a convolutional neural network structure to estimate the position of 3D human joints. The article maps the joint coordinates of the colour map to the depth map based on the two camera parameters. At the same time, 15 joint heat maps are constructed with the joint depth map coordinates as the centre, and the joint heat map and the depth map are bound to the second-level neural network. The prediction of the position of the user's armpit is further completed by image processing technology. We compare this method with other attitude prediction methods to verify the advantages of this research method. The research background of this article is carried out in the context of global aging in the 21st century. Hindawi 2021-11-27 /pmc/articles/PMC8643241/ /pubmed/34873437 http://dx.doi.org/10.1155/2021/1721529 Text en Copyright © 2021 Yanxue Cai et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Cai, Yanxue Clinto, Moorhe Xiao, Zhangbo Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology |
title | Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology |
title_full | Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology |
title_fullStr | Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology |
title_full_unstemmed | Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology |
title_short | Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology |
title_sort | artificial intelligence assistive technology in hospital professional nursing technology |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643241/ https://www.ncbi.nlm.nih.gov/pubmed/34873437 http://dx.doi.org/10.1155/2021/1721529 |
work_keys_str_mv | AT caiyanxue artificialintelligenceassistivetechnologyinhospitalprofessionalnursingtechnology AT clintomoorhe artificialintelligenceassistivetechnologyinhospitalprofessionalnursingtechnology AT xiaozhangbo artificialintelligenceassistivetechnologyinhospitalprofessionalnursingtechnology |