Elsevier
Journal of Affective Disorders
,  volume 363 ,  pages 340-347

Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis

Berat Arslan 1, 2
, 
Elif Kizilay 3
, 
Burcu Verim 3
, 
Cemal Demirlek 4
, 
Muhammed Demir 3
, 
E. Cesim 3
, 
Merve S. Eyuboglu 3
, 
Murat Eyuboglu 3
, 
Simge Uzman Ozbek 5
, 
Ekin Sut 6
, 
Berna Yalınçetin 3
, 
Emre Bora 7
1
 
2
 
3
 
4
 
5
 
6
 
7
 
Department of Neurosciences, Health Sciences Institute, Dokuz Eylul University, Izmir, Turkey; Department of Psychiatry, Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey; Department of Psychiatry, Melbourne Neuropsychiatry Centre, University of Melbourne and Melbourne Health, Carlton South, Victoria 3053, Australia. | 
Publication type: Journal Article
Publication date: 2024-10-01
Elsevier
scimago Q1
wos Q1
SJR: 2.121
CiteScore: 9.5
Impact factor: 4.9
ISSN: 01650327, 15732517
Abstract
In recent years, automatic analyses using novel NLP methods have been used to investigate language abnormalities in schizophrenia. In contrast, only a few studies used automated language analyses in bipolar disorder. To our knowledge, no previous research compared automated language characteristics of first-episode psychosis (FEP) and bipolar disorder (FEBD) using NLP methods.
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GOST |
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GOST Copy
Arslan B. et al. Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis // Journal of Affective Disorders. 2024. Vol. 363. pp. 340-347.
GOST all authors (up to 50) Copy
Arslan B., Kizilay E., Verim B., Demirlek C., Demir M., Cesim E., Eyuboglu M. S., Eyuboglu M., Ozbek S. U., Sut E., Yalınçetin B., Bora E. Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis // Journal of Affective Disorders. 2024. Vol. 363. pp. 340-347.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1016/j.jad.2024.07.102
UR - https://linkinghub.elsevier.com/retrieve/pii/S0165032724011595
TI - Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis
T2 - Journal of Affective Disorders
AU - Arslan, Berat
AU - Kizilay, Elif
AU - Verim, Burcu
AU - Demirlek, Cemal
AU - Demir, Muhammed
AU - Cesim, E.
AU - Eyuboglu, Merve S.
AU - Eyuboglu, Murat
AU - Ozbek, Simge Uzman
AU - Sut, Ekin
AU - Yalınçetin, Berna
AU - Bora, Emre
PY - 2024
DA - 2024/10/01
PB - Elsevier
SP - 340-347
VL - 363
PMID - 39029695
SN - 0165-0327
SN - 1573-2517
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2024_Arslan,
author = {Berat Arslan and Elif Kizilay and Burcu Verim and Cemal Demirlek and Muhammed Demir and E. Cesim and Merve S. Eyuboglu and Murat Eyuboglu and Simge Uzman Ozbek and Ekin Sut and Berna Yalınçetin and Emre Bora},
title = {Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis},
journal = {Journal of Affective Disorders},
year = {2024},
volume = {363},
publisher = {Elsevier},
month = {oct},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0165032724011595},
pages = {340--347},
doi = {10.1016/j.jad.2024.07.102}
}