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A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming

Artificial intelligence has been developing greatly in the field of medicine. As a new research hotspot of artificial intelligence, deep learning (DL) has been widely applied in the fields of cancer risk assessment, symptom recognition, and cancer detection. Therefore, nursing care issues in terms o...

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Autores principales: Ren, Yulan, Yang, Yao, Chen, Jiani, Zhou, Ying, Li, Jiamei, Xia, Rui, Yang, Yuan, Wang, Qiao, Su, Xi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579790/
https://www.ncbi.nlm.nih.gov/pubmed/36276884
http://dx.doi.org/10.1016/j.apjon.2022.100135
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author Ren, Yulan
Yang, Yao
Chen, Jiani
Zhou, Ying
Li, Jiamei
Xia, Rui
Yang, Yuan
Wang, Qiao
Su, Xi
author_facet Ren, Yulan
Yang, Yao
Chen, Jiani
Zhou, Ying
Li, Jiamei
Xia, Rui
Yang, Yuan
Wang, Qiao
Su, Xi
author_sort Ren, Yulan
collection PubMed
description Artificial intelligence has been developing greatly in the field of medicine. As a new research hotspot of artificial intelligence, deep learning (DL) has been widely applied in the fields of cancer risk assessment, symptom recognition, and cancer detection. Therefore, nursing care issues in terms of consuming time and energy, lower accuracy, and lower efficiency can be solved with applying DL in caring cancer patients. In addition, augmented reality (AR) has great navigation potential through combining computer-generated virtual elements with the real world. Thus, DL ​+ ​AR may facilitate patients with cancer to possess a brand-new model of nursing care that is more intelligent, mobile, and adapted to the information age, compared to traditional nursing. With the advent of the era of intelligent nursing, future nursing models can not only learn from the DL ​+ ​AR model to meet the needs of patients with cancer but also reduce nursing workload, save healthcare resources, and improve work efficiency, the quality of nursing care, as well as the quality of life for cancer patients.
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spelling pubmed-95797902022-10-20 A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming Ren, Yulan Yang, Yao Chen, Jiani Zhou, Ying Li, Jiamei Xia, Rui Yang, Yuan Wang, Qiao Su, Xi Asia Pac J Oncol Nurs Review Artificial intelligence has been developing greatly in the field of medicine. As a new research hotspot of artificial intelligence, deep learning (DL) has been widely applied in the fields of cancer risk assessment, symptom recognition, and cancer detection. Therefore, nursing care issues in terms of consuming time and energy, lower accuracy, and lower efficiency can be solved with applying DL in caring cancer patients. In addition, augmented reality (AR) has great navigation potential through combining computer-generated virtual elements with the real world. Thus, DL ​+ ​AR may facilitate patients with cancer to possess a brand-new model of nursing care that is more intelligent, mobile, and adapted to the information age, compared to traditional nursing. With the advent of the era of intelligent nursing, future nursing models can not only learn from the DL ​+ ​AR model to meet the needs of patients with cancer but also reduce nursing workload, save healthcare resources, and improve work efficiency, the quality of nursing care, as well as the quality of life for cancer patients. Elsevier 2022-09-06 /pmc/articles/PMC9579790/ /pubmed/36276884 http://dx.doi.org/10.1016/j.apjon.2022.100135 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Review
Ren, Yulan
Yang, Yao
Chen, Jiani
Zhou, Ying
Li, Jiamei
Xia, Rui
Yang, Yuan
Wang, Qiao
Su, Xi
A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming
title A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming
title_full A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming
title_fullStr A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming
title_full_unstemmed A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming
title_short A scoping review of deep learning in cancer nursing combined with augmented reality: The era of intelligent nursing is coming
title_sort scoping review of deep learning in cancer nursing combined with augmented reality: the era of intelligent nursing is coming
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579790/
https://www.ncbi.nlm.nih.gov/pubmed/36276884
http://dx.doi.org/10.1016/j.apjon.2022.100135
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