Investigation of Methods to Create Future Multimodal Emotional Data for Robot Interactions in Patients with Schizophrenia: A Case Study.
human–robot interaction
multimodal data
multimodal emotion recognition
schizophrenia
Journal
Healthcare (Basel, Switzerland)
ISSN: 2227-9032
Titre abrégé: Healthcare (Basel)
Pays: Switzerland
ID NLM: 101666525
Informations de publication
Date de publication:
05 May 2022
05 May 2022
Historique:
received:
02
04
2022
revised:
28
04
2022
accepted:
01
05
2022
entrez:
28
5
2022
pubmed:
29
5
2022
medline:
29
5
2022
Statut:
epublish
Résumé
Rapid progress in humanoid robot investigations offers possibilities for improving the competencies of people with social disorders, although this improvement of humanoid robots remains unexplored for schizophrenic people. Methods for creating future multimodal emotional data for robot interactions were studied in this case study of a 40-year-old male patient with disorganized schizophrenia without comorbidities. The qualitative data included heart rate variability (HRV), video-audio recordings, and field notes. HRV, Haar cascade classifier (HCC), and Empath API
Identifiants
pubmed: 35627984
pii: healthcare10050848
doi: 10.3390/healthcare10050848
pmc: PMC9140390
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : Japan Society for the Promotion of Science
ID : 17K17504
Références
PLoS One. 2020 Dec 31;15(12):e0244427
pubmed: 33382784
Psychophysiology. 2019 Feb;56(2):e13287
pubmed: 30357862
Prog Neuropsychopharmacol Biol Psychiatry. 2021 Dec 20;111:110108
pubmed: 32946948
Egypt Heart J. 2019 Sep 11;71(1):18
pubmed: 31659513
J Behav Ther Exp Psychiatry. 2014 Mar;45(1):81-9
pubmed: 24063993
PLoS Comput Biol. 2021 Jul 6;17(7):e1009053
pubmed: 34228716
Schizophr Res Treatment. 2012;2012:867424
pubmed: 22966449
NPJ Schizophr. 2021 Apr 26;7(1):22
pubmed: 33903594
Biol Psychol. 2017 Dec;130:54-66
pubmed: 29079304
Psychiatr Pol. 2015;49(6):1159-68
pubmed: 26909393
Psychiatry Clin Neurosci. 2013 Nov;67(7):526-31
pubmed: 24147562
Front Psychiatry. 2021 Nov 25;12:760396
pubmed: 34899423
Schizophr Bull. 2006 Oct;32 Suppl 1:S44-63
pubmed: 16916889
Front Psychiatry. 2021 May 04;12:633717
pubmed: 34017272
Schizophr Res. 2008 Aug;103(1-3):240-7
pubmed: 18571378
Schizophr Res. 2019 Apr;206:89-95
pubmed: 30573408
Eur Arch Psychiatry Clin Neurosci. 2013 Sep;263(6):529-36
pubmed: 23238780
Br J Psychiatry. 2016 Jan;208(1):9-16
pubmed: 26729841
Int J Environ Res Public Health. 2021 Oct 25;18(21):
pubmed: 34769703
Cogn Neuropsychiatry. 2007 May;12(3):198-212
pubmed: 17453901
Front Public Health. 2017 Sep 28;5:258
pubmed: 29034226
Schizophr Res. 2016 Oct;176(2-3):506-513
pubmed: 27293136
Sci Rep. 2017 Nov 3;7(1):15023
pubmed: 29101325
Front Psychol. 2019 Feb 12;10:259
pubmed: 30809180
Front Neurosci. 2019 Oct 18;13:1131
pubmed: 31680848
Asian J Psychiatr. 2021 Nov;65:102820
pubmed: 34482183
Schizophr Res. 2020 Oct;224:159-166
pubmed: 33071071
Int J Environ Res Public Health. 2021 Apr 24;18(9):
pubmed: 33923353
Auton Neurosci. 2009 Jan 28;145(1-2):99-103
pubmed: 19059813
Sensors (Basel). 2021 Feb 10;21(4):
pubmed: 33578714
Lancet Psychiatry. 2021 Aug;8(8):732-738
pubmed: 33865502
Schizophr Res Treatment. 2013;2013:952034
pubmed: 23766906
IEEE J Biomed Health Inform. 2021 Jun;25(6):2204-2214
pubmed: 33095721