Opinion: Mental health research: to augment or not to augment

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Main Authors: Argyrios Perivolaris, Alice Rueda, Karisa Parkington, Achint Soni, Sirisha Rambhatla, Reza Samavi, Rakesh Jetly, Andrew Greenshaw, Yanbo Zhang, Bo Cao, Sri Krishnan, Venkat Bhat
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Psychiatry
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1539157/full
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author Argyrios Perivolaris
Alice Rueda
Karisa Parkington
Achint Soni
Sirisha Rambhatla
Sirisha Rambhatla
Reza Samavi
Rakesh Jetly
Andrew Greenshaw
Yanbo Zhang
Bo Cao
Bo Cao
Bo Cao
Sri Krishnan
Venkat Bhat
Venkat Bhat
author_facet Argyrios Perivolaris
Alice Rueda
Karisa Parkington
Achint Soni
Sirisha Rambhatla
Sirisha Rambhatla
Reza Samavi
Rakesh Jetly
Andrew Greenshaw
Yanbo Zhang
Bo Cao
Bo Cao
Bo Cao
Sri Krishnan
Venkat Bhat
Venkat Bhat
author_sort Argyrios Perivolaris
collection DOAJ
format Article
id doaj-art-ce2bfa6605854deab2c35d10435090e6
institution OA Journals
issn 1664-0640
language English
publishDate 2025-02-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Psychiatry
spelling doaj-art-ce2bfa6605854deab2c35d10435090e62025-08-20T02:01:54ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402025-02-011610.3389/fpsyt.2025.15391571539157Opinion: Mental health research: to augment or not to augmentArgyrios Perivolaris0Alice Rueda1Karisa Parkington2Achint Soni3Sirisha Rambhatla4Sirisha Rambhatla5Reza Samavi6Rakesh Jetly7Andrew Greenshaw8Yanbo Zhang9Bo Cao10Bo Cao11Bo Cao12Sri Krishnan13Venkat Bhat14Venkat Bhat15Interventional Psychiatry Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, CanadaInterventional Psychiatry Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, CanadaInterventional Psychiatry Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, CanadaCheriton School of Computer Science, University of Waterloo, Waterloo, ON, CanadaCheriton School of Computer Science, University of Waterloo, Waterloo, ON, CanadaDepartment of Management Science & Engineering, University of Waterloo, Waterloo, ON, CanadaVector Institute for Artificial Intelligence, Toronto, ON, CanadaInstitute of Mental Health Research, University of Ottawa, Ottawa, ON, CanadaDepartment of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, CanadaDepartment of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, CanadaDepartment of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, CanadaMinistry of Health, Government of Alberta, Edmonton, AB, CanadaDepartment of Computing Science, University of Alberta, Edmonton, AB, CanadaDepartment of Electrical, Computer, and Biomedical Engineering, Toronto Metropolitan University, Toronto, ON, CanadaInterventional Psychiatry Program, St. Michael’s Hospital, Unity Health Toronto, Toronto, ON, Canada0Department of Psychiatry, University of Toronto, Toronto, ON, Canadahttps://www.frontiersin.org/articles/10.3389/fpsyt.2025.1539157/fullaugmentationmental healthdata scarcitysynthetic dataartificial intelligence
spellingShingle Argyrios Perivolaris
Alice Rueda
Karisa Parkington
Achint Soni
Sirisha Rambhatla
Sirisha Rambhatla
Reza Samavi
Rakesh Jetly
Andrew Greenshaw
Yanbo Zhang
Bo Cao
Bo Cao
Bo Cao
Sri Krishnan
Venkat Bhat
Venkat Bhat
Opinion: Mental health research: to augment or not to augment
Frontiers in Psychiatry
augmentation
mental health
data scarcity
synthetic data
artificial intelligence
title Opinion: Mental health research: to augment or not to augment
title_full Opinion: Mental health research: to augment or not to augment
title_fullStr Opinion: Mental health research: to augment or not to augment
title_full_unstemmed Opinion: Mental health research: to augment or not to augment
title_short Opinion: Mental health research: to augment or not to augment
title_sort opinion mental health research to augment or not to augment
topic augmentation
mental health
data scarcity
synthetic data
artificial intelligence
url https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1539157/full
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