cv

Research Scientist

Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore

PhD

National University of Singapore

Neuroscience

BEng

National University of Singapore

Electrical Engineering, Theoretical Physics

ISEP scholarship

Science & Technology Undergraduate Scholarship

Singapore SM1 Scholarship

Longer scans boost prediction and cut costs in brain-wide association studies

Nature

Distinct brain network features predict internalizing and externalizing traits in children, adolescents and adults

Nature Mental Health

DeepResBat: deep residual batch harmonization accounting for covariate distribution differences

Medical Image Analysis

Ventral attention network connectivity is linked to cortical maturation and cognitive ability in childhood

Nature Neuroscience

Multilayer meta-matching: translating phenotypic prediction models from multiple datasets to small data

Imaging Neuroscience

In vivo whole-cortex marker of excitation-inhibition ratio indexes cortical maturation and cognitive ability in youth

PNAS

Macroscale intrinsic dynamics are associated with microcircuit function in focal and generalized epilepsies

Communications Biology

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

NeuroImage

Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging

NeuroImage

Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging

PLOS Biology

Sensory-motor cortices shape functional connectivity dynamics in the human brain

Nature Commnunications