How to establish robust brain–behavior relationships without thousands of individuals

Reproducible brain-wide association studies require thousands of individuals

(2022) Scott Marek et al.   NATURE

Movie-watching outperforms rest for functional connectivity-based prediction of behavior

(2021) Emily S. Finn et al.   NEUROIMAGE

Extensive sampling for complete models of individual brains

(2021) Thomas Naselaris et al.   Current Opinion in Behavioral Sciences

Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes

(2021) Emily S. Finn et al.   NEUROIMAGE

Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?

(2021) Ye Tian et al.   NEUROIMAGE

Is it time to put rest to rest?

(2021) Emily S. Finn   TRENDS IN COGNITIVE SCIENCES

Brain network coupling associated with cognitive performance varies as a function of a child’s environment in the ABCD study

(2021) Monica E. Ellwood-Lowe et al.   Nature Communications

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

(2020) Monica D. Rosenberg et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Overlapping attentional networks yield divergent behavioral predictions across tasks: Neuromarkers for diffuse and focused attention?

(2020) Esther X.W. Wu et al.   NEUROIMAGE

Plasticity and Spontaneous Activity Pulses in Disused Human Brain Circuits

(2020) Dillan J. Newbold et al.   NEURON

Ten simple rules for predictive modeling of individual differences in neuroimaging

(2019) Dustin Scheinost et al.   NEUROIMAGE

Global signal regression strengthens association between resting-state functional connectivity and behavior

(2019) Jingwei Li et al.   NEUROIMAGE

Establishment of Best Practices for Evidence for Prediction

(2019) Russell A. Poldrack et al.   JAMA Psychiatry

Association of Intrinsic Brain Architecture With Changes in Attentional and Mood Symptoms During Development

(2019) Susan Whitfield-Gabrieli et al.   JAMA Psychiatry

Prediction complements explanation in understanding the developing brain

(2018) Monica D. Rosenberg et al.   Nature Communications

Task-induced brain state manipulation improves prediction of individual traits

(2018) Abigail S. Greene et al.   Nature Communications

Building better biomarkers: brain models in translational neuroimaging

(2017) Choong-Wan Woo et al.   NATURE NEUROSCIENCE

Individual differences in functional connectivity during naturalistic viewing conditions

(2017) Tamara Vanderwal et al.   NEUROIMAGE

Can brain state be manipulated to emphasize individual differences in functional connectivity?

(2017) Emily S. Finn et al.   NEUROIMAGE

At risk of being risky: The relationship between “brain age” under emotional states and risk preference

(2017) Marc D. Rudolph et al.   Developmental Cognitive Neuroscience

Neuroscience: Incepting Associations

(2016) Megan T. deBettencourt et al.   CURRENT BIOLOGY

Methylphenidate Modulates Functional Network Connectivity to Enhance Attention

(2016) M. D. Rosenberg et al.   JOURNAL OF NEUROSCIENCE

A neuromarker of sustained attention from whole-brain functional connectivity

(2015) Monica D Rosenberg et al.   NATURE NEUROSCIENCE