Author

Hallee Shearer

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Review Open access Oct 2026

Effect sizes for brain-based predictive models of cognition across the lifespan

Brain-based predictive models offer a promising approach to understanding individual differences in cognitive functioning across the lifespan. This review synthesizes current literature on brain-based cognitive predictions using large-scale datasets, examining how methodological choices and data-related factors impact...

E. Christensen, L. Wiersch, M. Wang et al. · Communications Psychology · 0 citations

Open access Aug 2026

Mass univariate aggregation methods for machine learning in neuroscience

Machine learning is a ubiquitous part of the modern neuroimaging toolkit, particularly for research aimed towards precision medicine goals of improving individual-level diagnosis and treatment. However, the high dimensionality of neuroimaging data poses significant challenges for constructing interpretable predictive m...

Fatemeh Doshvargar, Fabricio Cravo, Hallee Shearer et al. · Aperture Neuro · 0 citations