Publications

^* for equal authorship

Gaze-informed vision transformers: predicting driving decisions under uncertainty

Koorathota, S.*, Papadopoulos, N.*, Ma, J. L., Kumar, S., Sun, X., Mittal, A., Adelman, P., & Sajda, P. (2024). Gaze-Informed Vision Transformers: Predicting Driving Decisions Under Uncertainty In Companion Proceedings of the 26th International Conference on Multimodal Interaction, (pp. 184-194).

Racial, ethnic, and socioeconomic disparities in Covid-19 pandemic worries

Hoven, C. W., Krasnova, A., Bresnahan, M., Sun, X., Musa, G., Geronazzo-Alman, L., ... & Cheslack-Postava, K. (2024). Racial, ethnic, and socioeconomic disparities in Covid-19 pandemic worries. Journal of racial and ethnic health disparities, 1-9.

Pupil-linked arousal is predictive of team performance in a Virtual Reality (VR) sensory-motor task

Qin, Y., Zhang, W., Lee, R., Sun, X., & Sajda, P. (2024). Pupil-linked arousal is predictive of team performance in a Virtual Reality (VR) sensory-motor task. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), (pp. 1-4). IEEE.

EEG-estimated functional connectivity, and not behavior, differentiates Parkinson’s patients from health controls during the Simon conflict task

Sun, X., Zhao, C., Koorathota, S., & Sajda, P. (2024). EEG-estimated functional connectivity, and not behavior, differentiates Parkinson patients from health controls during the Simon conflict task. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-6). IEEE.

Circular clustering with polar coordinate reconstruction

Sun, X., & Sajda, P. (2024). Circular clustering with polar coordinate reconstruction. IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Increased entrainment and decreased excitability predict efficacious treatment of EEG-synchronized rTMS for treatment-resistant depression patients

Sun, X., Doose, J., Faller, J., McIntosh, J., Saber, G. T., Huffman, S., ... & Sajda, P. (2023). Increased entrainment and decreased excitability predict efficacious treatment of closed-loop phase-locked rTMS for treatment-resistant depression. medRxiv, 2023-10.

Uncovering invariant representations in functional neuroimaging with deep metric learning

Mittal, A., Sun, X., Paisley, J., & Sajda, P. (2023). Uncovering invariant representations in functional neuroimaging with deep metric learning. bioRxiv, 2023-09.

EEG synchronized left prefrontal transcranial magnetic stimulation (TMS) for treatment resistant depression is feasible and produces an entrainment dependent clinical response: a randomized controlled double blind clinical trial

George, M. S., Huffman, S., Doose, J., Sun, X., Dancy, M., Faller, J., ... & Brown, T. (2023). EEG synchronized left prefrontal transcranial magnetic stimulation (TMS) for treatment resistant depression is feasible and produces an entrainment dependent clinical response: a randomized controlled double blind clinical trial. Brain Stimulation, 16(6), 1753-1763.

A non-canonical striatopallidal Go pathway that supports motor control

Labouesse, M., Torres-Herraez, A., Chohan, M., Villarin, J., Greenwald, J., Sun, X., ... & Kellendonk, C. (2023). A non-canonical striatopallidal Go pathway that supports motor control. Nature Communications, 14, 6712.

Neurophysiological markers of emotion regulation predict efficacy of entrepreneurship education

Egana-delSol, P., Sun, X., & Sajda, P. (2023). Neurophysiological markers of emotion regulation predict efficacy of entrepreneurship education. Scientific Reports, 13(1), 7206.

The timing of transcranial magnetic stimulation relative to the phase of prefrontal alpha EEG modulates downstream target engagement

Pantazatos, S. P.*, Mclntosh, J. R.*, Saber, G. T.*, Sun, X., Doose, J., Faller, J., ... & Brown, T. R. (2023). The timing of transcranial magnetic stimulation relative to the phase of prefrontal alpha EEG modulates downstream target engagement. Brain Stimulation, 16(3), 830-839.

Daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG quasi-alpha phase entrainment in depressed adults

Faller, J.*, Doose, J.*, Sun, X.*, Mclntosh, J. R., Saber, G. T., Lin, Y., ... & Sajda, P. (2022). Daily prefrontal closed-loop repetitive transcranial magnetic stimulation (rTMS) produces progressive EEG quasi-alpha phase entrainment in depressed adults. Brain stimulation, 15(2), 458-471.

Delay discounting and neurocognitive correlates among inner city adolescents with and without family history of substance use disorder

Rodriguez-Moreno, D. V., Cycowicz, Y. M., Figner, B., Wang, Z., He, X., Geronazzo-Alman, Sun, X., Cheslack-Postava, K., Bisaga, A., Hoven, C.W., & Amsel, L.V. (2021). Delay discounting and neurocognitive correlates among inner city adolescents with and without family history of substance use disorder. Developmental cognitive neuroscience, 48, 100942.

Xiaoxiao Sun