The normative modeling framework for computational psychiatry
Normative modeling is an emerging and innovative framework for mapping individual
differences at the level of a single subject or observation in relation to a reference model. It …
differences at the level of a single subject or observation in relation to a reference model. It …
Is it time to put rest to rest?
ES Finn - Trends in cognitive sciences, 2021 - cell.com
The so-called resting state, in which participants lie quietly with no particular inputs or
outputs, represented a paradigm shift from conventional task-based studies in human …
outputs, represented a paradigm shift from conventional task-based studies in human …
Evidence for embracing normative modeling
In this work, we expand the normative model repository introduced in Rutherford et al.,
2022a to include normative models charting lifespan trajectories of structural surface area …
2022a to include normative models charting lifespan trajectories of structural surface area …
[HTML][HTML] Brain-wide functional connectivity patterns support general cognitive ability and mediate effects of socioeconomic status in youth
C Sripada, M Angstadt, A Taxali, DA Clark… - Translational …, 2021 - nature.com
General cognitive ability (GCA) is an individual difference dimension linked to important
academic, occupational, and health-related outcomes and its development is strongly linked …
academic, occupational, and health-related outcomes and its development is strongly linked …
[HTML][HTML] How tasks change whole-brain functional organization to reveal brain-phenotype relationships
Functional connectivity (FC) calculated from task fMRI data better reveals brain-phenotype
relationships than rest-based FC, but how tasks have this effect is unknown. In over 700 …
relationships than rest-based FC, but how tasks have this effect is unknown. In over 700 …
Progressive recruitment of the frontoparietal multiple-demand system with increased task complexity, time pressure, and reward
S Shashidhara, DJ Mitchell, Y Erez… - Journal of cognitive …, 2019 - direct.mit.edu
A distributed, frontoparietal “multiple-demand”(MD) network is involved in tasks of many
different kinds. Integrated activity across this network may be needed to bind together the …
different kinds. Integrated activity across this network may be needed to bind together the …
The prediction of brain activity from connectivity: advances and applications
M Bernstein-Eliav, I Tavor - The Neuroscientist, 2024 - journals.sagepub.com
The human brain is composed of multiple, discrete, functionally specialized regions that are
interconnected to form large-scale distributed networks. Using advanced brain-imaging …
interconnected to form large-scale distributed networks. Using advanced brain-imaging …
[HTML][HTML] On the prediction of human intelligence from neuroimaging: A systematic review of methods and reporting
Reviews and meta-analyses have proved to be fundamental to establish neuroscientific
theories on intelligence. The prediction of intelligence using invivo neuroimaging data and …
theories on intelligence. The prediction of intelligence using invivo neuroimaging data and …
Multitask brain network reconfiguration is inversely associated with human intelligence
Intelligence describes the general cognitive ability level of a person. It is one of the most
fundamental concepts in psychological science and is crucial for the effective adaption of …
fundamental concepts in psychological science and is crucial for the effective adaption of …
[HTML][HTML] Act natural: Functional connectivity from naturalistic stimuli fMRI outperforms resting-state in predicting brain activity
The search for an 'ideal'approach to investigate the functional connections in the human
brain is an ongoing challenge for the neuroscience community. While resting-state …
brain is an ongoing challenge for the neuroscience community. While resting-state …