Frontiers in Psychiatry | Computational Psychiatry

Original Research

Published on 01 Jul 2025

Audio and linguistic prediction of objective and subjective cognition in older adults: what is the role of different prompts?

in Computational Psychiatry

Varsha D. Badal
Caitlyn Tran
Haze Brown
Danielle K. Glorioso
Rebecca Daly
Anthony J. A. Molina
Alison A. Moore
Erhan Bilal
Ellen E. Lee
Colin A. Depp

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1596132

170 views

Original Research

Published on 01 Jul 2025

Attention-based multi-scale convolution and conformer for EEG-based depression detection

in Computational Psychiatry

Ze Yan
Yumei Wan
Xin Pu
Xiaolin Han
Mingming Zhao
Haiyan Wu
Wentao Li
Xueying He
Yunshao Zheng

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1584474

273 views

Original Research

Accepted on 30 Jun 2025

Aligning Large Language Models for Cognitive Behavioral Therapy: A Proof-Of-Concept Study

in Computational Psychiatry

Yejin Kim
Chi-Hyun Choi
Selin Cho
Jy-yong Sohn
Byung-Hoon Kim

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1583739

Original Research

Accepted on 23 Jun 2025

Gait in depression: a bibliometric analysis and knowledge mapping of research trends over the past 20 years

in Computational Psychiatry

Shaokui Kan
Nuan-Nuan Chen
Bo Peng
Yingli Zhang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1457176

154 views

Original Research

Accepted on 23 Jun 2025

DGAT: a dynamic graph attention neural network framework for EEG emotion recognition

in Computational Psychiatry

Shihang Ding
Kaixuan Wang
Wenhao Jiang
Cong Xu
Hongjian Bo
Lin Ma
Haifeng Li

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1633860

224 views

Correction

Published on 23 Jun 2025

Correction: Social, lifestyle, and health status characteristics as a proxy for occupational burnout identification: a network approach analysis

in Computational Psychiatry

Fengshi Jing
Mengyuan Cheng
Jing Li
Chaocheng He
Hao Ren
Jiandong Zhou
Hanchu Zhou
Zhongzhi Xu
Weiming Chen
Weibin Cheng

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1642874

288 views

Original Research

Published on 23 Jun 2025

Personalized prediction and intervention for adolescent mental health: multimodal temporal modeling using transformer

in Computational Psychiatry

Guiyuan Zhang
Shuang Li

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1579543

1,917 views

Methods

Accepted on 02 Jun 2025

A Software Pipeline for Systematizing Machine Learning of Speech Data

in Computational Psychiatry

Jimuel Jr. Celeste
Mashrura Tasnim
Amable J Vald És Cuervo
Enrique A De La Cal
Eleni Stroulia

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1451368

458 views

Editorial

Published on 13 May 2025

Editorial: Machine learning and statistical models: unraveling patterns and enhancing understanding of mental disorders

in Computational Psychiatry

Quan Wang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1588031

611 views

Original Research

Published on 03 Apr 2025

Effectiveness of generative AI-large language models’ recognition of veteran suicide risk: a comparison with human mental health providers using a risk stratification model

in Computational Psychiatry

Sean A. Lauderdale
Randee Schmitt
Breanna Wuckovich
Natashaa Dalal
Hela Desai
Shealyn Tomlinson

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1544951

1,540 views

Original Research

Published on 11 Mar 2025

Near-infrared brain imaging study of depressive disorder with liver qi stagnation syndrome before and after treatment

in Computational Psychiatry

Gui-Fang Chen
Meng-Chai Mao
Chen-Chao Yu
Kun Feng
Xin-Yu Wang
Dong-Sheng Xu
Po-Zi Liu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1529575

1,175 views
1 citation

Original Research

Published on 20 Feb 2025

Multi-view united transformer block of graph attention network based autism spectrum disorder recognition

in Computational Psychiatry

D. Darling Jemima
A. Grace Selvarani
J. Daphy Louis Lovenia

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1485286

1,267 views

Opinion

Published on 18 Feb 2025

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

in Computational Psychiatry

Argyrios Perivolaris
Alice Rueda
Karisa Parkington
Achint Soni
Sirisha Rambhatla
Reza Samavi
Rakesh Jetly
Andrew Greenshaw
Yanbo Zhang
Bo Cao

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1539157

1,482 views
2 citations

Original Research

Published on 31 Jan 2025

Artificial intelligence conversational agents in mental health: Patients see potential, but prefer humans in the loop

in Computational Psychiatry

Hyein S. Lee
Colton Wright
Julia Ferranto
Jessica Buttimer
Clare E. Palmer
Andrew Welchman
Kathleen M. Mazor
Kimberly A. Fisher
David Smelson
Laurel O’Connor

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1505024

5,002 views

Original Research

Published on 28 Jan 2025

Diagnosis of depression based on facial multimodal data

in Computational Psychiatry

Nani Jin
Renjia Ye
Peng Li

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1508772

1,774 views

Original Research

Published on 23 Jan 2025

DepITCM: an audio-visual method for detecting depression

in Computational Psychiatry

Lishan Zhang
Zhenhua Liu
Yumei Wan
Yunli Fan
Diancai Chen
Qingxiang Wang
Kaihong Zhang
Yunshao Zheng

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1466507

1,554 views
2 citations