Neuroimaging-based individualized prediction of cognition and behavior for mental disorders and health: methods and promises

J Sui, R Jiang, J Bustillo, V Calhoun - Biological psychiatry, 2020 - Elsevier
The neuroimaging community has witnessed a paradigm shift in biomarker discovery from
using traditional univariate brain mapping approaches to multivariate predictive models …

Models of sustained attention

M Esterman, D Rothlein - Current opinion in psychology, 2019 - Elsevier
Highlights•Numerous neurocognitive factors contribute to sustained attention.•Attention
fluctuates alongside shifting arousal, effort, and resource allocation.•An information …

Functional connectivity predicts changes in attention observed across minutes, days, and months

MD Rosenberg, D Scheinost… - Proceedings of the …, 2020 - National Acad Sciences
The ability to sustain attention differs across people and changes within a single person over
time. Although recent work has demonstrated that patterns of functional brain connectivity …

[HTML][HTML] Prediction of stimulus-independent and task-unrelated thought from functional brain networks

A Kucyi, M Esterman, J Capella, A Green… - Nature …, 2021 - nature.com
Neural substrates of “mind wandering” have been widely reported, yet experiments have
varied in their contexts and their definitions of this psychological phenomenon, limiting …

Neural signatures of attentional engagement during narratives and its consequences for event memory

H Song, ES Finn… - Proceedings of the …, 2021 - National Acad Sciences
As we comprehend narratives, our attentional engagement fluctuates over time. Despite
theoretical conceptions of narrative engagement as emotion-laden attention, little empirical …

Large-scale neural dynamics in a shared low-dimensional state space reflect cognitive and attentional dynamics

H Song, WM Shim, MD Rosenberg - Elife, 2023 - elifesciences.org
Cognition and attention arise from the adaptive coordination of neural systems in response
to external and internal demands. The low-dimensional latent subspace that underlies large …

[HTML][HTML] Electrophysiological dynamics of antagonistic brain networks reflect attentional fluctuations

A Kucyi, A Daitch, O Raccah, B Zhao, C Zhang… - Nature …, 2020 - nature.com
Neuroimaging evidence suggests that the default mode network (DMN) exhibits antagonistic
activity with dorsal attention (DAN) and salience (SN) networks. Here we use human …

[HTML][HTML] Reconceptualizing mind wandering from a switching perspective

YS Wong, AR Willoughby, L Machado - Psychological Research, 2023 - Springer
Mind wandering is a universal phenomenon in which our attention shifts away from the task
at hand toward task-unrelated thoughts. Despite it inherently involving a shift in mental set …

[HTML][HTML] Predicting response time variability from task and resting-state functional connectivity in the aging brain

O Gbadeyan, J Teng, RS Prakash - NeuroImage, 2022 - Elsevier
Aging is associated with declines in a host of cognitive functions, including attentional
control, inhibitory control, episodic memory, processing speed, and executive functioning …

[HTML][HTML] Brain state-based detection of attentional fluctuations and their modulation

A Yamashita, D Rothlein, A Kucyi, EM Valera… - Neuroimage, 2021 - Elsevier
In the search for brain markers of optimal attentional focus, the mainstream approach has
been to first define attentional states based on behavioral performance, and to subsequently …