Narun Pat

Explainable machine learning approach to predict and explain the relationship between task-based fMRI and individual differences in cognition

Narun Pat, Yue Wang, Adam Bartonicek et al. · Cerebral Cortex · 2022 · 45 citations · Full text

Life Sciences, Neuroscience, Psychology +16

Capturing brain‐cognition relationship: Integrating task‐based fMRI across tasks markedly boosts prediction and test‐retest reliability

Alina Tetereva, Jean Li, Jeremiah D. Deng et al. · NeuroImage · 2022 · 44 citations · Full text

Life Sciences, Neuroscience, Psychology +17

Longitudinally stable, brain‐based predictive models mediate the relationships between childhood cognition and socio‐demographic, psychological and genetic factors

Narun Pat, Yue Wang, Richard Anney et al. · Human Brain Mapping · 2022 · 36 citations · Full text

Education, Neuroscience, Psychology +11

Motivation and Cognitive Abilities as Mediators Between Polygenic Scores and Psychopathology in Children

Narun Pat, Lucy Riglin, Richard Anney et al. · Journal of the American Academy of Child & Adolescent Psychiatry · 2021 · 26 citations · Full text

Social Sciences, Behavioral Sciences, Psychology +14

The value of Bayesian predictive projection for variable selection: an example of selecting lifestyle predictors of young adult well-being

Adam Bartonicek, Shay Ruby Wickham, Narun Pat et al. · BMC Public Health · 2021 · 13 citations · Full text

Computing, Population Health Sciences, Bayesian Data Analysis +14