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Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review

Intellectual capital is a scarce resource in the healthcare industry. Making the most of this resource is the first step toward achieving a completely intelligent healthcare system. However, most existing centralized and deep learning-based systems are unable to adapt to the growing volume of global...

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Autores principales: Lakshminarayanan, Vishal, Ravikumar, Aswathy, Sriraman, Harini, Alla, Sujatha, Chattu, Vijay Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10519219/
https://www.ncbi.nlm.nih.gov/pubmed/37753339
http://dx.doi.org/10.2147/JMDH.S419923
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author Lakshminarayanan, Vishal
Ravikumar, Aswathy
Sriraman, Harini
Alla, Sujatha
Chattu, Vijay Kumar
author_facet Lakshminarayanan, Vishal
Ravikumar, Aswathy
Sriraman, Harini
Alla, Sujatha
Chattu, Vijay Kumar
author_sort Lakshminarayanan, Vishal
collection PubMed
description Intellectual capital is a scarce resource in the healthcare industry. Making the most of this resource is the first step toward achieving a completely intelligent healthcare system. However, most existing centralized and deep learning-based systems are unable to adapt to the growing volume of global health records and face application issues. To balance the scarcity of healthcare resources, the emerging trend of IoMT (Internet of Medical Things) and edge computing will be very practical and cost-effective. A full examination of the transformational role of intelligent edge computing in the IoMT era to attain health care equity is offered in this research. Intelligent edge computing-aided distribution and collaborative information management is a possible approach for a long-term digital healthcare system. Furthermore, IEC (Intelligent Edge Computing) encourages digital health data to be processed only at the edge, minimizing the amount of information exchanged with central servers/the internet. This significantly increases the privacy of digital health data. Another critical component of a sustainable healthcare system is affordability in digital healthcare. Affordability in digital healthcare is another key component of a sustainable healthcare system. Despite its importance, it has received little attention due to its complexity. In isolated and rural areas where expensive equipment is unavailable, IEC with AR / VR, also known as edge device shadow, can play a significant role in the inexpensive data collection process. Healthcare equity becomes a reality by combining intelligent edge device shadows and edge computing.
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spelling pubmed-105192192023-09-26 Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review Lakshminarayanan, Vishal Ravikumar, Aswathy Sriraman, Harini Alla, Sujatha Chattu, Vijay Kumar J Multidiscip Healthc Review Intellectual capital is a scarce resource in the healthcare industry. Making the most of this resource is the first step toward achieving a completely intelligent healthcare system. However, most existing centralized and deep learning-based systems are unable to adapt to the growing volume of global health records and face application issues. To balance the scarcity of healthcare resources, the emerging trend of IoMT (Internet of Medical Things) and edge computing will be very practical and cost-effective. A full examination of the transformational role of intelligent edge computing in the IoMT era to attain health care equity is offered in this research. Intelligent edge computing-aided distribution and collaborative information management is a possible approach for a long-term digital healthcare system. Furthermore, IEC (Intelligent Edge Computing) encourages digital health data to be processed only at the edge, minimizing the amount of information exchanged with central servers/the internet. This significantly increases the privacy of digital health data. Another critical component of a sustainable healthcare system is affordability in digital healthcare. Affordability in digital healthcare is another key component of a sustainable healthcare system. Despite its importance, it has received little attention due to its complexity. In isolated and rural areas where expensive equipment is unavailable, IEC with AR / VR, also known as edge device shadow, can play a significant role in the inexpensive data collection process. Healthcare equity becomes a reality by combining intelligent edge device shadows and edge computing. Dove 2023-09-21 /pmc/articles/PMC10519219/ /pubmed/37753339 http://dx.doi.org/10.2147/JMDH.S419923 Text en © 2023 Lakshminarayanan et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Review
Lakshminarayanan, Vishal
Ravikumar, Aswathy
Sriraman, Harini
Alla, Sujatha
Chattu, Vijay Kumar
Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review
title Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review
title_full Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review
title_fullStr Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review
title_full_unstemmed Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review
title_short Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review
title_sort health care equity through intelligent edge computing and augmented reality/virtual reality: a systematic review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10519219/
https://www.ncbi.nlm.nih.gov/pubmed/37753339
http://dx.doi.org/10.2147/JMDH.S419923
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