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Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers

An important factor in the course of daily medical diagnosis and treatment is understanding patients’ emotional states by the caregiver physicians. However, patients usually avoid speaking out their emotions when expressing their somatic symptoms and complaints to their non-psychiatrist doctor. On t...

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Autores principales: Adibi, Peyman, Kalani, Simindokht, Zahabi, Sayed Jalal, Asadi, Homa, Bakhtiar, Mohsen, Heidarpour, Mohammad Reza, Roohafza, Hamidreza, Shahoon, Hassan, Amouzadeh, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850871/
https://www.ncbi.nlm.nih.gov/pubmed/36687372
http://dx.doi.org/10.5498/wjp.v13.i1.1
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author Adibi, Peyman
Kalani, Simindokht
Zahabi, Sayed Jalal
Asadi, Homa
Bakhtiar, Mohsen
Heidarpour, Mohammad Reza
Roohafza, Hamidreza
Shahoon, Hassan
Amouzadeh, Mohammad
author_facet Adibi, Peyman
Kalani, Simindokht
Zahabi, Sayed Jalal
Asadi, Homa
Bakhtiar, Mohsen
Heidarpour, Mohammad Reza
Roohafza, Hamidreza
Shahoon, Hassan
Amouzadeh, Mohammad
author_sort Adibi, Peyman
collection PubMed
description An important factor in the course of daily medical diagnosis and treatment is understanding patients’ emotional states by the caregiver physicians. However, patients usually avoid speaking out their emotions when expressing their somatic symptoms and complaints to their non-psychiatrist doctor. On the other hand, clinicians usually lack the required expertise (or time) and have a deficit in mining various verbal and non-verbal emotional signals of the patients. As a result, in many cases, there is an emotion recognition barrier between the clinician and the patients making all patients seem the same except for their different somatic symptoms. In particular, we aim to identify and combine three major disciplines (psychology, linguistics, and data science) approaches for detecting emotions from verbal communication and propose an integrated solution for emotion recognition support. Such a platform may give emotional guides and indices to the clinician based on verbal communication at the consultation time.
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spelling pubmed-98508712023-01-20 Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers Adibi, Peyman Kalani, Simindokht Zahabi, Sayed Jalal Asadi, Homa Bakhtiar, Mohsen Heidarpour, Mohammad Reza Roohafza, Hamidreza Shahoon, Hassan Amouzadeh, Mohammad World J Psychiatry Review An important factor in the course of daily medical diagnosis and treatment is understanding patients’ emotional states by the caregiver physicians. However, patients usually avoid speaking out their emotions when expressing their somatic symptoms and complaints to their non-psychiatrist doctor. On the other hand, clinicians usually lack the required expertise (or time) and have a deficit in mining various verbal and non-verbal emotional signals of the patients. As a result, in many cases, there is an emotion recognition barrier between the clinician and the patients making all patients seem the same except for their different somatic symptoms. In particular, we aim to identify and combine three major disciplines (psychology, linguistics, and data science) approaches for detecting emotions from verbal communication and propose an integrated solution for emotion recognition support. Such a platform may give emotional guides and indices to the clinician based on verbal communication at the consultation time. Baishideng Publishing Group Inc 2023-01-19 /pmc/articles/PMC9850871/ /pubmed/36687372 http://dx.doi.org/10.5498/wjp.v13.i1.1 Text en ©The Author(s) 2023. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial.
spellingShingle Review
Adibi, Peyman
Kalani, Simindokht
Zahabi, Sayed Jalal
Asadi, Homa
Bakhtiar, Mohsen
Heidarpour, Mohammad Reza
Roohafza, Hamidreza
Shahoon, Hassan
Amouzadeh, Mohammad
Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers
title Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers
title_full Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers
title_fullStr Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers
title_full_unstemmed Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers
title_short Emotion recognition support system: Where physicians and psychiatrists meet linguists and data engineers
title_sort emotion recognition support system: where physicians and psychiatrists meet linguists and data engineers
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850871/
https://www.ncbi.nlm.nih.gov/pubmed/36687372
http://dx.doi.org/10.5498/wjp.v13.i1.1
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