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 …

“Don't [ruminate], be happy”: A cognitive perspective linking depression and anhedonia

AV Rutherford, SD McDougle, J Joormann - Clinical Psychology Review, 2023 - Elsevier
Anhedonia, a lack of pleasure in things an individual once enjoyed, and rumination, the
process of perseverative and repetitive attention to specific thoughts, are hallmark features …

Back to the future: Progressing memory research in eating disorders

G Forester, JS Johnson, EE Reilly… - … Journal of Eating …, 2023 - Wiley Online Library
Objective Human behaviors, thoughts, and emotions are guided by memories of the past.
Thus, there can be little doubt that memory plays a fundamental role in the behaviors (eg …

The computational structure of consummatory anhedonia

AF Hall, M Browning, QJM Huys - Trends in Cognitive Sciences, 2024 - cell.com
Anhedonia is a reduction in enjoyment, motivation, or interest. It is common across mental
health disorders and a harbinger of poor treatment outcomes. The enjoyment aspect, termed …

The challenge of learning adaptive mental behavior.

PF Hitchcock, MJ Frank - Journal of Psychopathology and Clinical …, 2024 - psycnet.apa.org
Many psychotherapies aim to help people replace maladaptive mental behaviors (such as
those leading to unproductive worry) with more adaptive ones (such as those leading to …

From tripping and falling to ruminating and worrying: a meta-control account of repetitive negative thinking

PF Hitchcock, MJ Frank - Current Opinion in Behavioral Sciences, 2024 - Elsevier
Highlights•Rumination and worry overlap, yet what computations they share is unclear.•We
propose a four-stage meta-control theory based in computational cognitive neuroscience.• …

Experimental induction of state rumination: A study evaluating the efficacy of goal-cueing task in different experimental settings

A Michel-Kröhler, M Wessa, S Berti - Plos one, 2023 - journals.plos.org
Based on previous studies, the present four experiments (total N= 468) aimed at
investigating the effectivity of rumination induction in different experimental settings. We …

Invasive computational psychiatry

I Saez, X Gu - Biological psychiatry, 2023 - Elsevier
Computational psychiatry, a relatively new yet prolific field that aims to understand
psychiatric disorders with formal theories about the brain, has seen tremendous growth in …

Survival in a world of complex dangers

D Mobbs, T Wise, S Tashjian, JJ Zhang… - Neuroscience & …, 2024 - Elsevier
How do nomadic animals, including humans, continually adapt to the dual challenge of
recurrent threats and the seemingly limitless and unpredictable, number of dangers in the …

Associations of rumination, behavioral activation, and perceived reward with mothers' postpartum depression during the COVID-19 pandemic: a cross-sectional study

M Matsunaga, J Okajima, K Furutani… - Frontiers in …, 2024 - frontiersin.org
Introduction The COVID-19 pandemic has led to increased social isolation for mothers, and
rumination exacerbates postpartum depression in mothers with poor social support …