Frontiers in Psychiatry | Computational Psychiatry

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

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

394 views

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

612 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

818 views

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

1,612 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

784 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

721 views

Original Research

Published on 22 Jan 2025

Reducing maladaptive behavior in neuropsychiatric disorders using network modification

in Computational Psychiatry

Nicholas M. Timme

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1487275

426 views

Editorial

Published on 10 Jan 2025

Editorial: Deep learning for high-dimensional sense, non-linear signal processing and intelligent diagnosis

in Computational Psychiatry

Hengjin Ke
Cang Cai
Jia Wu
Dan Chen

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1538534

327 views

Editorial

Published on 09 Jan 2025

Editorial: Mental health, epidemiology and machine learning

in Computational Psychiatry

Marcos DelPozo-Banos
Robert Stewart
Ann John

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1536129

875 views

Original Research

Published on 10 Dec 2024

An explainable predictive model for anxiety symptoms risk among Chinese older adults with abdominal obesity using a machine learning and SHapley Additive exPlanations approach

in Computational Psychiatry

Tengfei Niu
Shiwei Cao
Jingyu Cheng
Yu Zhang
Zitong Zhang
Ruiling Xue
Jingxi Ma
Qian Ran
Xiaobing Xian

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1451703

1,086 views

Original Research

Published on 05 Dec 2024

Data-driven vs. psychological personality temperaments: theoretical and clinical utility of personality measures in psychiatry

in Computational Psychiatry

Abdelrahman S. Sawalma
Mahmud A. Sehwail
Jürgen Dammers
Mohammad M. Herzallah

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1436121

554 views

Original Research

Published on 29 Nov 2024

Cardiovascular disease prediction model based on patient behavior patterns in the context of deep learning: a time-series data analysis perspective

in Computational Psychiatry

Yubo Wang
Chengfeng Rao
Qinghua Cheng
Jiahao Yang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1418969

732 views

Original Research

Published on 18 Nov 2024

Multi-environment prediction of suicidal beliefs

in Computational Psychiatry

Austin V. Goddard
Audrey Y. Su
Yu Xiang
Craig J. Bryan

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1425416

594 views

Original Research

Published on 14 Nov 2024

The ethical aspects of integrating sentiment and emotion analysis in chatbots for depression intervention

in Computational Psychiatry

Kerstin Denecke
Elia Gabarron

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1462083

2,214 views

Brief Research Report

Published on 14 Oct 2024

Generation and discrimination of autism MRI images based on autoencoder

in Computational Psychiatry

Yuxin Shi
Yongli Gong
Yurong Guan
Jiawei Tang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1395243

938 views