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
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.Carbone P., Alba C., Bennett A., Kriukova K., Duncan D.: Optimizing Automated Brain Extraction for Traumatic Brain Injury: The Role of Intensity Normalization and Bias-field Correction, Algorithms. Algorithms 17(7): 281, May 2024 Notes: https://doi.org/10.3390/a17070281.
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. 21st IEEE International Symposium on Biomedical Imaging (ISBI). May 2024 Notes: doi: 10.1109/isbi56570.2024.10635710.
Garg A., Shray A., Duncan D.,: CoSev: Data-Driven Optimizations for COVID-19 Severity Assessment in Low-Sample Regimes. Diagnostics 14: 337, Feb 2024 Notes: https://doi.org/10.3390/diagnostics14030337.
Alba C., Barisano G., Bennett A., Sharma A., Adhikary A., Vespa P., Duncan D.: Enlarged Perivascular Spaces Characterize Seizure Outcome after Traumatic Brain Injury. Winter Conference on Brain Research 2024. Breckenridge, Colorado, USA January 2024.
Bruckhaus A., Asifriyaz T., Kriukova K., Galanopoulou A., Agoston D., Staba R., Jones N., Moshe S., O'Brien T., Duncan D.,: Exploring Multimodal Biomarker Candidates of Post-Traumatic Epilepsy Following Moderate to Severe Traumatic Brain Injury: A Systematic Review and Meta-Analysis. Epilepsia 2024 Notes: in press.
Bruckhaus A.*, Bennett A.*, Brawer-Cohen M.*, Sinclair M., Ramirez-De La Cruz G., Ragusa G., Duncan D: Evaluation of Students' Digital Literacy through an Immersive University-High School Collaboration. Frontiers in Education 2024 Notes: in press.
Duncan D., Zhang Y., Garner R: Coronavirus Disease 2019 (COVID-19): Risk Stratification. Coronavirus Disease 2019 (COVID-19): A Clinical Guide. Wiley-Blackwell (eds.). Page: 149- 164, 2023. Notes: chapter in textbook.
Subash P., Gray A., Boswell M., Cohen S., Garner R., Salehi S., Fisher C., Hobel S., Ghosh S., Halchenko Y., Dichter B., Poldrack R., Markiewicz C., Hermes D., Delorme A., Makeig S., Behan B., Sparks A., Arnott S., Wang Z., Magnotti J., Beauchamp M., Pouratian N., Toga A.W., Duncan D.: A comparison of neuroelectrophysiology databases. Sci Data 10(1): 719, Oct 2023
Bhagavatula S, Cabeen R, Harris NG, Gröhn O, Wright DK, Garner R, Bennett A, Alba C, Martinez A, Ndode-Ekane XE, Andrade P, Paananen T, Ciszek R, Immonen R, Manninen E, Puhakka N, Tohka J, Heiskanen M, Ali I, Shultz SR, Casillas-Espinosa PM, Yamakawa GR, Jones NC, Hudson MR, Silva JC, Braine EL, Brady RD, Santana-Gomez CE, Smith GD, Staba R, O'Brien TJ, Pitkänen A, Duncan D: Image data harmonization tools for the analysis of post-traumatic epilepsy development in preclinical multisite MRI studies. Epilepsy Res 195, Sep 2023