Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study, Chen J*, Ooi LQR*, Tan TWK, Zhang S, Li J, Asplund CL, Eickhoff SB, Bzdok D, Holmes AJ, Yeo BTT. NeuroImage, 2023

Brain-based predictions of psychiatric illness–linked behaviors across the sexes, Dhamala E, Ooi LQR, Chen J, Ricard JA, Berkeley E, Chopra S, Qu Y, Zhang X, Lawhead C, Yeo BTT, Holmes AJ. Biological Psychiatry, 2023.

Comparison between gradients and parcellations for functional connectivity prediction of behavior, Kong R*, Tan YR*, Wulan N, Ooi LQR, Farahibozorg S, Harrison S, Bijsterbosch JD, Bernhardt BC, Eickhoff SB, Yeo BTT. Neuroimage, 2023.

Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity, Li J, Bzdok D, Chen J, Tam A, Ooi LQR, Holmes AJ, Ge T, Patil KR, Jabbi M, Eickhoff SB, Yeo BTT, Genon S. Science advances, 2022.

Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features, sexes, and development, Dhamala E, Ooi LQR, Chen J, Kong R, Anderson KM, Chin R, Yeo BTT, Holmes AJ. NeuroImage, 2022. 

Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI, Ooi LQR, Chen J, Zhang S, Kong R, Tam A, Li J, Dhamala E, Zhou JH, Holmes AJ, Yeo BTT. Neuroimage, 2022.

Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study, Chen J, Tam A, Kebets V, Orban C, Ooi LQR,  Asplund CL, Marek S, Dosenbach NUF, Eickhoff SB, Bzdok D, Holmes AJ, Yeo BTT. Nature communications, 2022.

Serial deep gray nuclear DTI changes in Parkinson’s disease over twelve years, Shih Y, Ooi LQR, Li H, Allen JC, Hartono S, Welton T, Tan EK, Chan LL. Frontiers in Aging Neuroscience, 2023.

Evaluation of trigeminal nerve tractography using two-fold-accelerated simultaneous multi-slice readout-segmented echo planar diffusion tensor imaging, Koh YH, Shih Y, Lim SL, Kiew YS, Lim EW, Ng SM, Ooi LQR, Tan WQ, Chung Y, Rumpel H, Tan EK, Chan LL. European Radiology, 2021.

Clinical correlates of white matter lesions in Parkinson's disease using automated multi-modal segmentation measures, Fang E, Fartaria MJ, Ann CN, Maréchal B, Kober T, Lim JX, Ooi LQR, Chen C, Lim SL, Tan EK, Chan LL. Journal of the Neurological Sciences, 2021.

Increased activation of default mode network in early Parkinson’s with excessive daytime sleepiness, Ooi LQR, Wen M, Ng SY, Chia NS, Chew IHM, Lee W, Xu Z, Hartono S, Tan EK, Chan LL, Tan LC. Frontiers in Neuroscience, 2019.

Periventricular white matter abnormalities on diffusion tensor imaging of postural instability gait disorder parkinsonism, SYZ Tan, NCH Keong, RMP Selvan, H Li, LQR Ooi, EK Tan, LL Chan. American Journal of Neuroradiology, 2019.