Selected Publications

Alexandra Isabella Somodi, Akul Sharma, Alexis Bennett, Dominique Duncan: Dimensionality Reduction and Machine Learning Methods for COVID-19 Classification Using Chest CT Images. Electronics March 2026.

Kriukova, Kseniia; Li, Lin; Staba, Richard; Boswell, Misque; Asifriyaz, Tuba; Thomas, Rachel; Gugger, James; Shamas, Mohamad; Diaz-Arrastia, Ramon; Buitrago Blanco, Manuel; Engel, Jerome; Vespa, Paul; Duncan, Dominique: High-Frequency Oscillations After Acute Traumatic Brain Injury: Insights Into Posttraumatic Epilepsy Development. Epilepsia March 2026.

Zanier, Elisa; Lisi, Ilaria; O'Loughlin, Elaine K.; Moro, Federico; Amorim, Edilberto; Brody, David; Correa, Daniel; Duncan, Dominique; Klein, Pavel; Kobeissy, Firas ; Löscher, Wolfgang; Needham, Edward J.; Pitkänen, Asla; Pugh, Mary Jo; Somers, Jack; Vezzani, Annamaria; Wagner, Amy; Lubbers, Laura: A Consensus Roadmap for Post-Traumatic Epilepsy: Clinical Biomarkers, Research Priorities, Policy Barriers, and Pathways to Interventional Trials. Epilepsia March 2026.

Kim D, Kim JJ, Kim Y, Duncan D, Amyot F, Kenney K, Diaz-Arrastia RR, Choi JY. : Comparative Evaluation of Resting-State and CO2-Induced Cerebrovascular Reactivity in Patients with Traumatic Brain Injury. Journal of neurotrauma Dec 2025.

Medel-Matus JS, Santana-Gomez C, Escalante RG, Duncan D, Viana PF, Cereda GS, Kuroda N, Galanopoulou AS. : Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges Epilepsia Open Sep 2025 Notes: Epub ahead of print.

Khan, A, Duncan, D. : Remote Patient Monitoring Applications in Healthcare: Lessons from COVID-19 and Beyond Electronics 14(15): 3084, August 2025.

Garg A, Garg A, Duncan D: 2.5 CNN: Leveraging 2D CNNs to Pretrain 3D Models in Low-Data Regimes for COVID-19 Diagnosis. Electronics 14(13), Jun 2025 Notes: https://doi.org/10.3390/electronics14132571.

Sharma A, Garner R, Somodi A, Kadaba V, Pullela A, Vespa P, Duncan D: Superficial White Matter Microstructure Alterations in the Right Temporal Lobe Associated with Post-Traumatic Epilepsy. In2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI). IEEE Page: 1-5, Apr 2025.

Alijanpourotaghsara A, Mirpour K, Choi JW, Chitta KK, Shalaby A, Boswell M, Chilukuri S, Cohen SL, Byon R, Benam M, Kariv S, Lee J, Duncan D, Pouratian N: B(RAIN)2-BRAIN integrated Resource for Anatomy and Intracranial Neurophysiology. Sci Data 12(1): 442, Mar 2025.

Sharma A, Cabeen R, Harris NG, Wright DK, Tohka J, Grohn O, Bennett A, Alba C, Bhagavatula S, Garner R, Asifriyaz T, Ndode-Ekane XE, Andrade P, Immonen R, Manninen E, Puhakka N, Heiskanen M, Ali I, Jones NC, Shultz SR, Casillas-Espinosa PM, Hudson MR, Silva J, Yamakawa G, Braine EL, Smith GD, Santana-Gomez CE, Staba RJ, O'Brien TJ, Pitkanen A, Duncan D.: Bundle-specific tractography approach for identifying white matter microstructural changes following traumatic brain injury in rats: An EpiBioS4Rx study Imaging Neurosci (Camb) Feb 2025.