Computational psychiatry needs time and context

PF Hitchcock, EI Fried, MJ Frank - Annual review of psychology, 2022‏ - annualreviews.org
Why has computational psychiatry yet to influence routine clinical practice? One reason may
be that it has neglected context and temporal dynamics in the models of certain mental …

A meta-analytic review of the relationship between explicit memory bias and depression: Depression features an explicit memory bias that persists beyond a …

J Everaert, JN Vrijsen, R Martin-Willett… - Psychological …, 2022‏ - psycnet.apa.org
Emotional bias in explicit memory is theorized to play a prominent role in the etiology,
maintenance, and recurrence of depression. Even though this cognitive bias is regarded as …

[HTML][HTML] Suicide ideation as a symptom of adolescent depression. A network analysis

MWM Gijzen, SPA Rasing, DHM Creemers… - Journal of Affective …, 2021‏ - Elsevier
Introduction According to the network perspective, psychopathology is the result of
interactions between symptoms. A previous study used network analysis to identify central …

How psychosocial well-being and usage amount predict inaccuracies in retrospective estimates of digital technology use

CJR Sewall, TM Bear, J Merranko… - Mobile Media & …, 2020‏ - journals.sagepub.com
Using Apple's Screen Time application to obtain reported actual iPhone and social media
(SM) use, we examined the accuracy of retrospective estimates of usage, how inaccuracies …

Emotion regulation difficulties related to depression and anxiety: A network approach to model relations among symptoms, positive reappraisal, and repetitive …

J Everaert, J Joormann - Clinical psychological science, 2019‏ - journals.sagepub.com
Frequent repetitive negative thinking and infrequent positive reappraisal use are theorized
to increase risk for depression and anxiety. Yet, research has studied these regulatory …

Electroconvulsive therapy: mechanisms of action, clinical considerations, and future directions

MD Kritzer, AV Peterchev… - Harvard review of …, 2023‏ - journals.lww.com
Electroconvulsive therapy (ECT) is the most effective treatment for a variety of psychiatric
illnesses, including treatment-resistant depression, bipolar depression, mania, catatonia …

[HTML][HTML] Negative memory bias as a transdiagnostic cognitive marker for depression symptom severity

FA Duyser, PFP Van Eijndhoven, MA Bergman… - Journal of Affective …, 2020‏ - Elsevier
Background Negative memory bias is a strong risk factor for the development and
maintenance of depression. Recent evidence also found negative memory bias in other …

Examining the associations between PTSD symptoms and aspects of emotion dysregulation through network analysis

JK Haws, AN Brockdorf, KL Gratz, TL Messman… - Journal of Anxiety …, 2022‏ - Elsevier
Despite the clearly established link between posttraumatic stress disorder (PTSD) and
emotion dysregulation, little is known about how individual symptoms of PTSD and aspects …

Revisiting the role of computational neuroimaging in the era of integrative neuroscience

AM Loosen, A Kato, X Gu - Neuropsychopharmacology, 2024‏ - nature.com
Computational models have become integral to human neuroimaging research, providing
both mechanistic insights and predictive tools for human cognition and behavior. However …

Welcome to the dark side: The role of religious/spiritual struggles in the Black-White mental health paradox

L Upenieks, P Louie, TD Hill - Society and Mental Health, 2023‏ - journals.sagepub.com
Over the past two decades, researchers have worked to make sense of the fact that black
Americans tend to exhibit similar or better mental health profiles relative to their white …