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Emotions in mental healthcare and psychological interventions : towards an inventive emotions recognition framework using AI
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Atlam, Hany F., Shafik, Mahmoud, Kurugollu, Fatih and Elkelany, Yasmin (2022) Emotions in mental healthcare and psychological interventions : towards an inventive emotions recognition framework using AI. In: 19th International Conference on Manufacturing Research (ICMR2022), Derby, UK, 5-8 Sep 2022. Published in: Proceedings of the 19th International Conference on Manufacturing Research, 25 pp. 317-322. ISBN 9781643683300. doi:10.3233/ATDE220609 ISSN 2352-751X.
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WRAP-emotions-mental-healthcare-psychological-interventions-towards-inventive-emotions-recognition-framework-AI-Atlam-2022.pdf - Published Version - Requires a PDF viewer. Available under License Creative Commons: Attribution-Noncommercial 4.0. Download (373Kb) | Preview |
Official URL: http://dx.doi.org/10.3233/ATDE220609
Abstract
One of the major impacts of COVID-19 in the nations is mental health issues. Constant mental health issues can cause disorders, as well as mortality. The growing demand for mental healthcare treatment and limited healthcare resources across the world has shown the need for an inventive framework solution. Artificial Intelligence (AI), Big Data Science, 5G, and Information Communication Technology (ICT) have proven to be able to bring many great improvements and could be the potential way forward to develop such a framework. AI could be a very effective tool to help the healthcare sector to provide more efficient services to patients with mental health issues through their emotions. This paper presents the initial overview and outcomes of the ongoing research programme to develop a proactive multimodal emotion AI recognition framework that detects emotion from various input data sources for early detection of mental health illnesses, as well as provides the required psychological interventions effectively and promptly when required. The data will be collected from various smart wearables and ad-hoc devices, facial expressions, and speech signals. Then, these data will be interpreted using AI into emotions. These emotions will be utilised using AI-based psychological system, which will provide immediate and customized interventions, as well as transmit critical data to the healthcare provider’s central database system for monitoring and supplying the required treatments.
Item Type: | Conference Item (Paper) | ||||||
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Subjects: | B Philosophy. Psychology. Religion > BF Psychology R Medicine > R Medicine (General) R Medicine > RA Public aspects of medicine R Medicine > RC Internal medicine T Technology > TA Engineering (General). Civil engineering (General) |
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||
Library of Congress Subject Headings (LCSH): | Artificial intelligence, Artificial intelligence -- Medical applications , Emotion recognition, Emotion recognition -- Data processing, Mental health services -- Data processing, Emotions -- Psychological aspects -- Data processing | ||||||
Series Name: | Advances in Transdisciplinary Engineering | ||||||
Journal or Publication Title: | Proceedings of the 19th International Conference on Manufacturing Research | ||||||
Publisher: | IOS Press | ||||||
ISBN: | 9781643683300 | ||||||
ISSN: | 2352-751X | ||||||
Book Title: | Advances in Manufacturing Technology XXXV | ||||||
Official Date: | 2022 | ||||||
Dates: |
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Volume: | 25 | ||||||
Page Range: | pp. 317-322 | ||||||
DOI: | 10.3233/ATDE220609 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Access rights to Published version: | Open Access (Creative Commons) | ||||||
Date of first compliant deposit: | 22 January 2024 | ||||||
Date of first compliant Open Access: | 23 January 2024 | ||||||
Conference Paper Type: | Paper | ||||||
Title of Event: | 19th International Conference on Manufacturing Research (ICMR2022) | ||||||
Type of Event: | Conference | ||||||
Location of Event: | Derby, UK | ||||||
Date(s) of Event: | 5-8 Sep 2022 |
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