Frontiers in Psychiatry | Computational Psychiatry

Original Research

Accepted on 21 Oct 2025

Mapping neural effects of mindfulness-based cognitive therapy in ADHD using EEG microstates and machine learning models

in Computational Psychiatry

Reza Meynaghizadeh Zargar
Sevket Hepark
Poppy L.A. Schoenberg

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1670602

Brief Research Report

Published on 16 Oct 2025

Machine learning analysis of posturography in panic disorder: a pilot study for objective physiological biomarker identification

in Computational Psychiatry

Luiz Antonio Vesco Gaiotto
Felipe O. Aguiar
Thales Marcon
Julia Souza Gallo
Lucas Murrins Marques
Ricardo R. Uchida

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1663556

1,896 views

Brief Research Report

Accepted on 06 Oct 2025

Hilbert-Huang Transform Embedded Self-Attention Neural Network for EEG-Based Major Depressive Disorder vs. Healthy Controls Classification

in Computational Psychiatry

Junxian Chen
Kaikun Tian
YU YE
Jiaming Liu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1658918

171 views

Original Research

Published on 01 Oct 2025

Remission trajectories and cognitive function in hospitalized youth with depressive episodes

in Computational Psychiatry

Jie Yang
Nanxi Li
Xuequan Zhu
Ziheng Zhang
Sijia Chang
Yinbing Zhang
Haochu Gong
Ming Dong
Haibo Wang
Longjun Cai

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1673240

1,624 views

Editorial

Published on 26 Sep 2025

Editorial: Women in psychiatry 2024: computational psychiatry

in Computational Psychiatry

Chen Zhang
Andreea Oliviana Diaconescu
Xi Zhu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1692575

2,160 views

Original Research

Accepted on 22 Sep 2025

Object Detection in Neuroimaging: Enhancing Early Diagnosis of Neurological Disorders through Big Data Analysis

in Computational Psychiatry

Yuting Pan

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1652891

943 views

Original Research

Accepted on 18 Sep 2025

AI-Driven Behavior Planning for Digital Mental Health Interventions in Youth

in Computational Psychiatry

Wei Liu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1589460

1,598 views

Original Research

Published on 03 Sep 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

2,516 views

Original Research

Published on 01 Sep 2025

Cognitive effort devaluation and the salience network: a computational model of amotivation in depression

in Computational Psychiatry

Il Ho Park
Chae Eun Lee
Kyungun Jhung

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1581802

1,717 views

Editorial

Published on 26 Aug 2025

Editorial: Empowering suicide prevention efforts with generative AI technology

in Computational Psychiatry

Inbar Levkovich
Zohar Elyoseph
Sean Lauderdale
Gunther Meinlschmidt
Bénédicte Nobile
Dorit Hadar Shoval
Yossi Levi-Belz
Shiri Shinan-Altman
J. P. Grodniewicz

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1643893

2,703 views

Original Research

Accepted on 25 Aug 2025

Multimodal Deep Learning for Non-Linear Signal Interpretation in Psychiatric Diagnostics

in Computational Psychiatry

Yixuan Pan

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1659536

1,131 views

Systematic Review

Published on 20 Aug 2025

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

in Computational Psychiatry

Shao-Kui Kan
Nuan-Nuan Chen
Bo Peng
Ying-Li Zhang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1457176

1,898 views

Original Research

Published on 19 Aug 2025

Diagnosing schizophrenia with routine blood tests: a comparative analysis of machine learning algorithms

in Computational Psychiatry

Yavuz Selim Ogur
Ayse Erdogan Kaya
Nur Banu Ogur
Beyza Erdogan Akturk

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1630922

2,147 views

Methods

Published on 29 Jul 2025

A software pipeline for systematizing machine learning of speech data

in Computational Psychiatry

Jimuel Celeste
Mashrura Tasnim
Amable J. Valdés Cuervo
Enrique A. de la Cal
Eleni Stroulia

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1451368

1,691 views

Original Research

Published on 21 Jul 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

1,477 views

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

1,521 views