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Dominique Duncan
45Associate Professor of Neurology
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Department: Neurology
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Contact information
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Education:
21 7 BS 2e (Mathematics and Polish Literature) c
2e University of Chicago, 2007.
21 7 MS 23 (Electrical Engineering) c
28 Yale University, 2009.
21 a MPhil 23 (Electrical Engineering) c
28 Yale University, 2010.
21 8 PhD 23 (Electrical Engineering) c
28 Yale University, 2013.
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21 7 BS 2e (Mathematics and Polish Literature) c
2e University of Chicago, 2007.
21 7 MS 23 (Electrical Engineering) c
28 Yale University, 2009.
21 a MPhil 23 (Electrical Engineering) c
28 Yale University, 2010.
21 8 PhD 23 (Electrical Engineering) c
28 Yale University, 2013.
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Post-Graduate Training
24 a1 Postdoctoral Research Fellow, Neurology, Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, 2013-2014.
24 73 Postdoctoral Research Fellow, Mathematics, University of California, Davis, Davis, CA, 2014-2015.
24 9a Postdoctoral Scholar, Neuroimaging and Informatics, USC Stevens Neuroimaging and Informatics Institute, USC, Los Angeles, CA, 2015-2016.
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Permanent link24 a1 Postdoctoral Research Fellow, Neurology, Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, 2013-2014.
24 73 Postdoctoral Research Fellow, Mathematics, University of California, Davis, Davis, CA, 2014-2015.
24 9a Postdoctoral Scholar, Neuroimaging and Informatics, USC Stevens Neuroimaging and Informatics Institute, USC, Los Angeles, CA, 2015-2016.
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9f Khan, A, Duncan, D. : Remote Patient Monitoring Applications in Healthcare: Lessons from COVID-19 and Beyond 6f Electronics 14(15): 3084, Aug 2025 Notes: https://doi.org/10.3390/electronics14153084.
112 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.
167 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.
153 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.
230 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 3a Imaging Neurosci (Camb) Feb 2025.
109 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 28 Elife Nov 2024.
166 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.
1fd 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.
161 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.
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Selected Publications
100 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 4c Epilepsia Open Sep 2025 Notes: Epub ahead of print.9f Khan, A, Duncan, D. : Remote Patient Monitoring Applications in Healthcare: Lessons from COVID-19 and Beyond 6f Electronics 14(15): 3084, Aug 2025 Notes: https://doi.org/10.3390/electronics14153084.
112 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.
167 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.
153 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.
230 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 3a Imaging Neurosci (Camb) Feb 2025.
109 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 28 Elife Nov 2024.
166 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.
1fd 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.
161 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.
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