Frontiers in Psychiatry | Computational Psychiatry

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

112 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

299 views

Original Research

Accepted on 02 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

Original Research

Accepted on 26 Dec 2024

Artificial Intelligence Conversational Agents in Mental Health: Patients See Potential, But Prefer Humans in the Loop

in Computational Psychiatry

Hyein Sarah Lee
Colton Wright
Julia Ferranto
Jessica Buttimer
Clare E. Palmer
Andrew Welchman
Kathleen Mazor
Kimberly Fisher
David Smelson
Laurel O'Connor

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1505024

160 views

Original Research

Accepted on 26 Dec 2024

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

Original Research

Accepted on 23 Dec 2024

Reducing maladaptive behavior in neuropsychiatric disorders using network modification

in Computational Psychiatry

Nicholas Timme

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1487275

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

556 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

341 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

440 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

425 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

1,072 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

632 views

Original Research

Published on 04 Oct 2024

Generative artificial intelligence model for simulating structural brain changes in schizophrenia

in Computational Psychiatry

Hiroyuki Yamaguchi
Genichi Sugihara
Masaaki Shimizu
Yuichi Yamashita

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1437075

1,440 views

Correction

Published on 30 Sep 2024

Corrigendum: Emotion dysregulation links pathological eating styles and psychopathological traits in bariatric surgery candidates

in Computational Psychiatry

Arianna Belloli
Luigi F. Saccaro
Paola Landi
Milena Spera
Marco Antonio Zappa
Bernardo Dell’Osso
Grazia Rutigliano

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1495351

337 views

Original Research

Published on 03 Sep 2024

Identification of significant biomarkers for predicting the risk of bipolar disorder with arteriosclerosis based on integrative bioinformatics and machine learning

in Computational Psychiatry

Xiabing Zheng
Xiaozhe Zhang
Yaqi Zhang
Cai Chen
Erni Ji

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1392437

987 views

Original Research

Published on 03 Sep 2024

Choosing the right treatment - combining clinicians’ expert knowledge with data-driven predictions

in Computational Psychiatry

Eduardo Maekawa
Esben Jensen
Pepijn van de Ven
Kim Mathiasen

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1422587

938 views

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Articles

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

Editorial: Mental health, epidemiology and machine learning

Diagnosis of depression based on facial multimodal data

Artificial Intelligence Conversational Agents in Mental Health: Patients See Potential, But Prefer Humans in the Loop

DepITCM: an audio-visual method for detecting depression

Reducing maladaptive behavior in neuropsychiatric disorders using network modification

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

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

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

Multi-environment prediction of suicidal beliefs

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

Generation and discrimination of autism MRI images based on autoencoder

Generative artificial intelligence model for simulating structural brain changes in schizophrenia

Corrigendum: Emotion dysregulation links pathological eating styles and psychopathological traits in bariatric surgery candidates

Identification of significant biomarkers for predicting the risk of bipolar disorder with arteriosclerosis based on integrative bioinformatics and machine learning

Choosing the right treatment - combining clinicians’ expert knowledge with data-driven predictions