Brain-Based Predictive Modeling Lab

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Publications

Electronic versions of papers are provided as a professional courtesy to ensure timely dissemination of academic work for individual, noncommercial purposes. Copyright resides with the respective copyright holders, as stated within each paper. These files may not be reposted without permission.

2023

Bukhari H, Su C, Dhamala E, Gu Z, Jamison KW, Kuceyeski A. (Preprint) A graph-matching based metric of functional connectome distance between pairs of individuals varies with their ages, cognitive performances and familial relationships. BioRxiv preprint.

Dhamala E, Ooi LQR, Chen J, Ricard JA, Berkeley E, Chopra S, Qu Y, Lawhead C, Yeo BTT, Holmes AJ. (Preprint). Brain-based prediction of psychiatric illness-linked behaviors across the sexes. BioRxiv preprint.

Chopra S, Dhamala E, Lawhead C, Ricard JA, Orchard E, Levi P, Aquino K, Fornito A, Anandh P, Rubenstein A, Chen L, Moses J, Harpaz-Rotem I, Germine LT, Baker JT, Yeo BTT, Holmes AJ. (Preprint). Reliable and generalizable brain-based predictions of cognitive functioning across common psychiatric illness. MedRxiv preprint.

2022

Ricard JA, Parker TC, Dhamala E, Kwasa J, Allsop AS, Holmes AJ. 2022. Confronting racially exclusionary practices in the acquisition and analyses of neuroimaging data. Nature Neuroscience. [pdf]

Dhamala E, Yeo BTT, Holmes AJ. (In Press). One Size Does Not Fit All: Methodological Considerations for Predictive Modelling in Psychiatry. Biological Psychiatry. [pdf]

Ooi LQR, Chen J, Shaoshi Z, Kong R, Tam A, Li J, Dhamala E, Zhou JH, Holmes AJ, Yeo BTT. 2022. Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI. NeuroImage. [pdf]

Dhamala E, Ooi LQR, Chen J, Kong R, Anderson KM, Yeo BTT, Holmes AJ. 2022. Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features and populations. NeuroImage, 260C. [pdf]

Dhamala E, Jamison KW, Jaywant A, Kuceyeski A. 2022. Shared functional connections within and between cortical networks predict individual cognitive abilities in males and females. Human brain mapping, 43(3), pp.1087-1102. [pdf]

2021

Dhamala E, Jamison KW, Jaywant A, Dennis S, Kuceyeski A. 2021. Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults. Human brain mapping, 42(10), pp.3102-3118. [pdf]

Cha J, Speaker S, Hu B, Altinay M, Koirala P, Karne H, Spielberg J, Kuceyeski A, Dhamala E, Anand A. 2021. Neuroimaging correlates of emotional response-inhibition discriminate between young depressed adults with and without sub-threshold bipolar symptoms (Emotional Response-inhibition in Young Depressed Adults). Journal of affective disorders, 281, pp.303-311. [pdf]

2020

Dhamala E, Jamison KW, Sabuncu MR, Kuceyeski A. 2020. Sex classification using long-range temporal dependence of resting-state functional MRI time series. Human brain mapping, 41(13), pp.3567-3579. [pdf]

2019

Dhamala E, Abdelkefi I, Nguyen M, Hennessy TJ, Nadeau H, Near J. 2019. Validation of in vivo MRS measures of metabolite concentrations in the human brain. NMR in Biomedicine, 32(3), p.e4058. [pdf]

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