Dominique Duncan
Associate Professor of Neurology
Department: Neurology
Contact information
Education:
BS (Mathematics and Polish Literature)
University of Chicago, 2007.
MS (Electrical Engineering)
Yale University, 2009.
MPhil (Electrical Engineering)
Yale University, 2010.
PhD (Electrical Engineering)
Yale University, 2013.
BS (Mathematics and Polish Literature)
University of Chicago, 2007.
MS (Electrical Engineering)
Yale University, 2009.
MPhil (Electrical Engineering)
Yale University, 2010.
PhD (Electrical Engineering)
Yale University, 2013.
Post-Graduate Training
Postdoctoral Research Fellow, Neurology, Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, 2013-2014.
Postdoctoral Research Fellow, Mathematics, University of California, Davis, Davis, CA, 2014-2015.
Postdoctoral Scholar, Neuroimaging and Informatics, USC Stevens Neuroimaging and Informatics Institute, USC, Los Angeles, CA, 2015-2016.
Permanent linkPostdoctoral Research Fellow, Neurology, Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, 2013-2014.
Postdoctoral Research Fellow, Mathematics, University of California, Davis, Davis, CA, 2014-2015.
Postdoctoral Scholar, Neuroimaging and Informatics, USC Stevens Neuroimaging and Informatics Institute, USC, Los Angeles, CA, 2015-2016.
Selected Publications
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, Aug 2025 Notes: https://doi.org/10.3390/electronics14153084.
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.
Iyer S, Maxson Jones K, Robinson JO, Provenza NR, Duncan D, Lázaro-Muñoz G, McGuire AL, Sheth SA, Majumder MA: The BRAIN Initiative data-sharing ecosystem: Characteristics, challenges, benefits, and opportunities Elife Nov 2024.
Bhattacharya S, Kriukova K, Bennett A, Alba C, Duncan D: Alzheimer's disease and Frontotemporal Dementia Prediction Using Variational Mode Decomposition and Machine Learning. In2024 10th International Conference on Control, Decision and Information Technologies (CoDIT). IEEE Jul 2024.
Akbar N., Ruf S.F., Faghihpirayesh R., Singh A., Garner R., Bennett A., Alba C.*, La Rocca M., Im- biriba T., Ergogmus D., Duncan D: Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. Computerized Medical Imaging and Graphics 115: 102386, Jul 2024 Notes: DOI: 10.1016/j.compmedimag.2024.102386.
Alba C, Barisano G, Bennett A, Sharma A, Vespa P, Duncan D: Enlarged Perivascular Spaces in Frontal and Temporal Cortical Regions Characterize Seizure Outcome After Traumatic Brain Injury. In2024 IEEE International Symposium on Biomedical Imaging (ISBI). IEEE Page: 1-4, May 2024.