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Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management

Telemedicine, telehealth, and E-health all offer significant benefits for pain management and healthcare services by fostering the physician–patient relationship in otherwise challenging circumstances. A critical component of these artificial-intelligence-based health systems is the “agent-based sys...

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Autores principales: Ahmed Kamal, Manar, Ismail, Zainab, Shehata, Islam Mohammad, Djirar, Soumia, Talbot, Norris C., Ahmadzadeh, Shahab, Shekoohi, Sahar, Cornett, Elyse M., Fox, Charles J., Kaye, Alan D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037594/
https://www.ncbi.nlm.nih.gov/pubmed/36961067
http://dx.doi.org/10.3390/clinpract13020042
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author Ahmed Kamal, Manar
Ismail, Zainab
Shehata, Islam Mohammad
Djirar, Soumia
Talbot, Norris C.
Ahmadzadeh, Shahab
Shekoohi, Sahar
Cornett, Elyse M.
Fox, Charles J.
Kaye, Alan D.
author_facet Ahmed Kamal, Manar
Ismail, Zainab
Shehata, Islam Mohammad
Djirar, Soumia
Talbot, Norris C.
Ahmadzadeh, Shahab
Shekoohi, Sahar
Cornett, Elyse M.
Fox, Charles J.
Kaye, Alan D.
author_sort Ahmed Kamal, Manar
collection PubMed
description Telemedicine, telehealth, and E-health all offer significant benefits for pain management and healthcare services by fostering the physician–patient relationship in otherwise challenging circumstances. A critical component of these artificial-intelligence-based health systems is the “agent-based system”, which is rapidly evolving as a means of resolving complicated or straightforward problems. Multi-Agent Systems (MAS) are well-established modeling and problem-solving modalities that model and solve real-world problems. MAS’s core concept is to foster communication and cooperation among agents, which are broadly considered intelligent autonomous factors, to address diverse challenges. MAS are used in various telecommunications applications, including the internet, robotics, healthcare, and medicine. Furthermore, MAS and information technology are utilized to enhance patient-centered palliative care. While telemedicine, E-health, and MAS all play critical roles in managing chronic pain, the published research on their use in treating chronic pain is currently limited. This paper discusses why telemedicine, E-health, and MAS are the most critical novel technologies for providing healthcare and managing chronic pain. This review also provides context for identifying the advantages and disadvantages of each application’s features, which may serve as a useful tool for researchers.
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spelling pubmed-100375942023-03-25 Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management Ahmed Kamal, Manar Ismail, Zainab Shehata, Islam Mohammad Djirar, Soumia Talbot, Norris C. Ahmadzadeh, Shahab Shekoohi, Sahar Cornett, Elyse M. Fox, Charles J. Kaye, Alan D. Clin Pract Review Telemedicine, telehealth, and E-health all offer significant benefits for pain management and healthcare services by fostering the physician–patient relationship in otherwise challenging circumstances. A critical component of these artificial-intelligence-based health systems is the “agent-based system”, which is rapidly evolving as a means of resolving complicated or straightforward problems. Multi-Agent Systems (MAS) are well-established modeling and problem-solving modalities that model and solve real-world problems. MAS’s core concept is to foster communication and cooperation among agents, which are broadly considered intelligent autonomous factors, to address diverse challenges. MAS are used in various telecommunications applications, including the internet, robotics, healthcare, and medicine. Furthermore, MAS and information technology are utilized to enhance patient-centered palliative care. While telemedicine, E-health, and MAS all play critical roles in managing chronic pain, the published research on their use in treating chronic pain is currently limited. This paper discusses why telemedicine, E-health, and MAS are the most critical novel technologies for providing healthcare and managing chronic pain. This review also provides context for identifying the advantages and disadvantages of each application’s features, which may serve as a useful tool for researchers. MDPI 2023-03-21 /pmc/articles/PMC10037594/ /pubmed/36961067 http://dx.doi.org/10.3390/clinpract13020042 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Ahmed Kamal, Manar
Ismail, Zainab
Shehata, Islam Mohammad
Djirar, Soumia
Talbot, Norris C.
Ahmadzadeh, Shahab
Shekoohi, Sahar
Cornett, Elyse M.
Fox, Charles J.
Kaye, Alan D.
Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management
title Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management
title_full Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management
title_fullStr Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management
title_full_unstemmed Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management
title_short Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management
title_sort telemedicine, e-health, and multi-agent systems for chronic pain management
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037594/
https://www.ncbi.nlm.nih.gov/pubmed/36961067
http://dx.doi.org/10.3390/clinpract13020042
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