[HTML][HTML] Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes

ES Finn, MD Rosenberg - NeuroImage, 2021 - Elsevier
Recent years have seen a surge of research on variability in functional brain connectivity
within and between individuals, with encouraging progress toward understanding the …

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 …

[HTML][HTML] Data leakage inflates prediction performance in connectome-based machine learning models

M Rosenblatt, L Tejavibulya, R Jiang, S Noble… - Nature …, 2024 - nature.com
Predictive modeling is a central technique in neuroimaging to identify brain-behavior
relationships and test their generalizability to unseen data. However, data leakage …

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] Uncovering a stability signature of brain dynamics associated with meditation experience using massive time-series feature extraction

NW Bailey, BD Fulcher, B Caldwell, AT Hill… - Neural networks, 2024 - Elsevier
Previous research has examined resting electroencephalographic (EEG) data to explore
brain activity related to meditation. However, previous research has mostly examined power …

[HTML][HTML] State-related neural influences on fMRI connectivity estimation

CG Martin, BJ He, C Chang - NeuroImage, 2021 - Elsevier
The spatiotemporal structure of functional magnetic resonance imaging (fMRI) signals has
provided a valuable window into the network underpinnings of human brain function and …

Predicting visual memory across images and within individuals

CD Wakeland-Hart, SA Cao, MT deBettencourt… - Cognition, 2022 - Elsevier
We only remember a fraction of what we see—including images that are highly memorable
and those that we encounter during highly attentive states. However, most models of human …

[HTML][HTML] Differences in the functional brain architecture of sustained attention and working memory in youth and adults

O Kardan, AJ Stier, C Cardenas-Iniguez… - PLoS …, 2022 - journals.plos.org
Sustained attention (SA) and working memory (WM) are critical processes, but the brain
networks supporting these abilities in development are unknown. We characterized the …

Quantifying the contribution of subject and group factors in brain activation

J Nakuci, J Yeon, K Xue, JH Kim, SP Kim… - Cerebral …, 2023 - academic.oup.com
Research in neuroscience often assumes universal neural mechanisms, but increasing
evidence points toward sizeable individual differences in brain activations. What remains …