Leveraging Decision Science to Characterize Depression
D Mukherjee, C van Geen… - Current directions in …, 2023 - journals.sagepub.com
This brief review examines the potential to use decision science to objectively characterize
depression. We provide a brief overview of the existing literature examining different …
depression. We provide a brief overview of the existing literature examining different …
Reviewing explore/exploit decision-making as a transdiagnostic target for psychosis, depression, and anxiety
In many everyday decisions, individuals choose between trialling something novel or
something they know well. Deciding when to try a new option or stick with an option that is …
something they know well. Deciding when to try a new option or stick with an option that is …
Individual differences in naturalistic learning link negative emotionality to the development of anxiety
Organisms learn from prediction errors (PEs) to predict the future. Laboratory studies using
small financial outcomes find that humans use PEs to update expectations and link …
small financial outcomes find that humans use PEs to update expectations and link …
Transdiagnostic inflexible learning dynamics explain deficits in depression and schizophrenia
Deficits in reward learning are core symptoms across many mental disorders. Recent work
suggests that such learning impairments arise by a diminished ability to use reward history …
suggests that such learning impairments arise by a diminished ability to use reward history …
[HTML][HTML] The algorithmic agent perspective and computational neuropsychiatry: from etiology to advanced therapy in major depressive disorder
Major Depressive Disorder (MDD) is a complex, heterogeneous condition affecting millions
worldwide. Computational neuropsychiatry offers potential breakthroughs through the …
worldwide. Computational neuropsychiatry offers potential breakthroughs through the …
[HTML][HTML] Anhedonia and sensitivity to punishment in schizophrenia, depression and opiate use disorder
Background From a behavioural perspective anhedonia is defined as diminished interest in
the engagement of pleasurable activities. Despite its presence across a range of psychiatric …
the engagement of pleasurable activities. Despite its presence across a range of psychiatric …
Comparing experience-and description-based economic preferences across 11 countries
Recent evidence indicates that reward value encoding in humans is highly context
dependent, leading to suboptimal decisions in some cases, but whether this computational …
dependent, leading to suboptimal decisions in some cases, but whether this computational …
Comparing the test-retest reliability of behavioral, computational and self-reported individual measures of reward and punishment sensitivity in relation to mental …
The field of computational psychiatry advocates for the use of behavioral task-derived
computational measures to improve our understanding, diagnosis and treatment of …
computational measures to improve our understanding, diagnosis and treatment of …
The neuroscience of mental illness: Building toward the future
JA Gordon, K Dzirasa, FH Petzschner - Cell, 2024 - cell.com
Mental illnesses arise from dysfunction in the brain. Although numerous extraneural factors
influence these illnesses, ultimately, it is the science of the brain that will lead to novel …
influence these illnesses, ultimately, it is the science of the brain that will lead to novel …
A scoping review on self-regulation and reward processing measured with gambling tasks: Evidence from the general youth population
Aberrant reward processing and poor self-regulation have a crucial role in the development
of several adverse outcomes in youth, including mental health disorders and risky …
of several adverse outcomes in youth, including mental health disorders and risky …