Frontiers in Psychiatry | Computational Psychiatry

Methods

Published on 03 Nov 2021

Methods to Develop an in silico Clinical Trial: Computational Head-to-Head Comparison of Lisdexamfetamine and Methylphenidate

in Computational Psychiatry

José Ramón Gutiérrez-Casares
Javier Quintero
Guillem Jorba
Valentin Junet
Vicente Martínez
Tamara Pozo-Rubio
Baldomero Oliva
Xavier Daura
José Manuel Mas
Carmen Montoto

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.741170

10,940 views
18 citations

Case Report

Published on 27 Oct 2021

Contactless In-Home Monitoring of the Long-Term Respiratory and Behavioral Phenotypes in Older Adults With COVID-19: A Case Series

in Computational Psychiatry

Guo Zhang
Ipsit V. Vahia
Yingcheng Liu
Yuzhe Yang
Rose May
Hailey V. Cray
William McGrory
Dina Katabi

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.754169

5,425 views
20 citations

Systematic Review

Published on 22 Oct 2021

Systematic Review of Functional MRI Applications for Psychiatric Disease Subtyping

in Computational Psychiatry

Lucas Miranda
Riya Paul
Benno Pütz
Nikolaos Koutsouleris
Bertram Müller-Myhsok

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.665536

13,953 views
33 citations

Original Research

Published on 20 Oct 2021

Machine Learning Prediction of Treatment Outcome in Late-Life Depression

in Computational Psychiatry

Adrienne Grzenda
William Speier
Prabha Siddarth
Anurag Pant
Beatrix Krause-Sorio
Katherine Narr
Helen Lavretsky

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.738494

6,219 views
19 citations

Original Research

Published on 20 Aug 2021

Atypical Integration of Sensory-to-Transmodal Functional Systems Mediates Symptom Severity in Autism

in Computational Psychiatry

Shinwon Park
Koen V. Haak
Han Byul Cho
Sofie L. Valk
Richard A. I. Bethlehem
Michael P. Milham
Boris C. Bernhardt
Adriana Di Martino
Seok-Jun Hong

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.699813

5,149 views
18 citations

Original Research

Published on 18 Aug 2021

Clustering of Multiple Psychiatric Disorders Using Functional Connectivity in the Data-Driven Brain Subnetwork

in Computational Psychiatry

Tomoki Tokuda
Okito Yamashita
Yuki Sakai
Junichiro Yoshimoto

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.683280

4,300 views
7 citations

Brief Research Report

Published on 13 Aug 2021

Development of Digitally Obtainable 10-Year Risk Scores for Depression and Anxiety in the General Population

in Computational Psychiatry

Davide Morelli
Nikola Dolezalova
Sonia Ponzo
Michele Colombo
David Plans

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.689026

4,959 views
1 citation

Editorial

Published on 05 Aug 2021

Editorial: Predicting Chronological Age From Structural Neuroimaging: The Predictive Analytics Competition 2019

in Computational Psychiatry

Lukas Fisch
Ramona Leenings
Nils R. Winter
Udo Dannlowski
Christian Gaser
James H. Cole
Tim Hahn

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.710932

3,108 views
18 citations

Hypothesis and Theory

Published on 11 Jun 2021

Validating Biobehavioral Technologies for Use in Clinical Psychiatry

in Computational Psychiatry

Alex S. Cohen
Christopher R. Cox
Raymond P. Tucker
Kyle R. Mitchell
Elana K. Schwartz
Thanh P. Le
Peter W. Foltz
Terje B. Holmlund
Brita Elvevåg

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.503323

2,896 views
7 citations

Review

Published on 02 Jun 2021

TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry

in Computational Psychiatry

Stefan Frässle
Eduardo A. Aponte
Saskia Bollmann
Kay H. Brodersen
Cao T. Do
Olivia K. Harrison
Samuel J. Harrison
Jakob Heinzle
Sandra Iglesias
Lars Kasper

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.680811

17,175 views
124 citations

Original Research

Published on 10 May 2021

Optimising a Simple Fully Convolutional Network for Accurate Brain Age Prediction in the PAC 2019 Challenge

in Computational Psychiatry

Weikang Gong
Christian F. Beckmann
Andrea Vedaldi
Stephen M. Smith
Han Peng

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.627996

5,465 views
44 citations

Original Research

Published on 24 Feb 2021

Multisite Comparison of MRI Defacing Software Across Multiple Cohorts

in Computational Psychiatry

Athena E. Theyers
Mojdeh Zamyadi
Mark O'Reilly
Robert Bartha
Sean Symons
Glenda M. MacQueen
Stefanie Hassel
Jason P. Lerch
Evdokia Anagnostou
Raymond W. Lam

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.617997

15,075 views
54 citations

Original Research

Published on 18 Feb 2021

Correlation Constraints for Regression Models: Controlling Bias in Brain Age Prediction

in Computational Psychiatry

Matthias S. Treder
Jonathan P. Shock
Dan J. Stein
Stéfan du Plessis
Soraya Seedat
Kamen A. Tsvetanov

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.615754

9,405 views
30 citations

Brief Research Report

Published on 17 Feb 2021

Impaired Evidence Accumulation as a Transdiagnostic Vulnerability Factor in Psychopathology

in Computational Psychiatry

Chandra Sripada
Alexander Weigard

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.627179

3,933 views
29 citations

Original Research

Published on 15 Jan 2021

Deep Learning-Based Natural Language Processing for Screening Psychiatric Patients

in Computational Psychiatry

Hong-Jie Dai
Chu-Hsien Su
You-Qian Lee
You-Chen Zhang
Chen-Kai Wang
Chian-Jue Kuo
Chi-Shin Wu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2020.533949

11,062 views
38 citations

Original Research

Published on 08 Dec 2020

Distributional Transformation Improves Decoding Accuracy When Predicting Chronological Age From Structural MRI

in Computational Psychiatry

Joram Soch

Frontiers in Psychiatry

doi 10.3389/fpsyt.2020.604268

1,970 views
4 citations