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Dominique Duncan

Assistant Professor of Neurology

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Phone +1 323 442 7246
Email duncand@usc.edu
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Publications

  • CoSev: Data-Driven Optimizations for COVID-19 Severity Assessment in Low-Sample Regimes Diagnostics (Basel). 2024 Feb 04; 14(3). . View in PubMed
  • A Comparison of Neuroelectrophysiology Databases ArXiv. 2023 Aug 30. . View in PubMed
  • Image data harmonization tools for the analysis of post-traumatic epilepsy development in preclinical multisite MRI studies Epilepsy Res. 2023 09; 195:107201. . View in PubMed
  • Exaggerated High-Beta Oscillations are Associated with Cortical Thinning at the Motor Cortex in Parkinson’s Disease Annu Int Conf IEEE Eng Med Biol Soc. 2023 07; 2023:1-4. . View in PubMed
  • Functional connectivity alterations in traumatic brain injury patients with late seizures Neurobiol Dis. 2023 04; 179:106053. . View in PubMed
  • Data Archive for the BRAIN Initiative (DABI) Sci Data. 2023 02 09; 10(1):83. . View in PubMed
  • A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities Signal Image Video Process. 2023; 17(4):907-914. . View in PubMed
  • A comparison of neuroelectrophysiology databases Sci Data. 2023 10 19; 10(1):719. . View in PubMed
  • Relationships between COVID-19 healthcare outcomes and county characteristics in the US. for Delta (B. 1. 617. 2) and Omicron (B. 1. 1. 529 and BA. 1. 1) variants. Front Public Health. 2023; 11:1252668. . View in PubMed
  • Manual lesion segmentations for traumatic brain injury characterization Front Neuroimaging. 2023; 2:1068591. . View in PubMed
  • COVID-19 vaccination dynamics in the US: coverage velocity and carrying capacity based on socio-demographic vulnerability indices in California’s pediatric population Front Public Health. 2023; 11:1148200. . View in PubMed
  • Molecular and antigen tests, and sample types for diagnosis of COVID-19: a review Future Virol. 2022 Jun. . View in PubMed
  • Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT Expert Syst Appl. 2022 Jun 01; 195:116540. . View in PubMed
  • Unsupervised seizure identification on EEG Comput Methods Programs Biomed. 2022 Mar; 215:106604. . View in PubMed
  • COVID-19 Vaccination Dynamics in the US: Coverage Velocity and Carrying Capacity Based on Socio-demographic Vulnerability Indices in California J Immigr Minor Health. 2022 Feb; 24(1):18-30. . View in PubMed
  • Effects of a 12-Week Periodized Resistance Training Program on Resting Brain Activity and Cerebrovascular Function: A Nonrandomized Pilot Trial Neurosci Insights. 2022; 17:26331055221119441. . View in PubMed
  • Post-lockdown infection rates of COVID-19 following the reopening of public businesses J Public Health (Oxf). 2022 03 07; 44(1):e51-e58. . View in PubMed
  • Key Radiological Features of COVID-19 Chest CT Scans with a Focus on Special Subgroups: A Literature Review Curr Med Imaging. 2022; 19(5):442-455. . View in PubMed
  • Distribution and volume analysis of early hemorrhagic contusions by MRI after traumatic brain injury: a preliminary report of the Epilepsy Bioinformatics Study for Antiepileptogenic Therapy (EpiBioS4Rx) Brain Imaging Behav. 2021 Dec; 15(6):2804-2812. . View in PubMed
  • Association between ABO blood types and coronavirus disease 2019 (COVID-19), genetic associations, and underlying molecular mechanisms: a literature review of 23 studies Ann Hematol. 2021 May; 100(5):1123-1132. . View in PubMed
  • Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning Annu Int Conf IEEE Eng Med Biol Soc. 2021 11; 2021:302-305. . View in PubMed
  • 12 weeks of strength training improves fluid cognition in older adults: A nonrandomized pilot trial PLoS One. 2021; 16(7):e0255018. . View in PubMed
  • Predicting brain age with complex networks: From adolescence to adulthood Neuroimage. 2021 01 15; 225:117458. . View in PubMed
  • Early brain biomarkers of post-traumatic seizures: initial report of the multicentre epilepsy bioinformatics study for antiepileptogenic therapy (EpiBioS4Rx) prospective study J Neurol Neurosurg Psychiatry. 2020 11; 91(11):1154-1157. . View in PubMed
  • Multiplex Networks to Characterize Seizure Development in Traumatic Brain Injury Patients Front Neurosci. 2020; 14:591662. . View in PubMed
  • A MACHINE LEARNING MODEL TO PREDICT SEIZURE SUSCEPTIBILITY FROM RESTING-STATE FMRI CONNECTIVITY Spring Simul Conf. 2019 Apr-May; 2019. . View in PubMed
  • Imaging biomarkers of posttraumatic epileptogenesis Epilepsia. 2019 11; 60(11):2151-2162. . View in PubMed
  • Big data sharing and analysis to advance research in post-traumatic epilepsy Neurobiol Dis. 2019 03; 123:127-136. . View in PubMed
  • The epilepsy bioinformatics study for anti-epileptogenic therapy (EpiBioS4Rx) clinical biomarker: Study design and protocol Neurobiol Dis. 2019 03; 123:110-114. . View in PubMed
  • Using Virtual Reality to Improve Performance and User Experience in Manual Correction of MRI Segmentation Errors by Non-experts J Digit Imaging. 2019 02; 32(1):97-104. . View in PubMed
  • Harmonization of pipeline for preclinical multicenter MRI biomarker discovery in a rat model of post-traumatic epileptogenesis Epilepsy Res. 2019 02; 150:46-57. . View in PubMed
  • DETECTING FEATURES OF EPILEPTOGENESIS IN EEG AFTER TBI USING UNSUPERVISED DIFFUSION COMPONENT ANALYSIS Discrete Continuous Dyn Syst Ser B. 2018 Jan; 23(1):161-172. . View in PubMed
  • Analytic Tools for Post-traumatic Epileptogenesis Biomarker Search in Multimodal Dataset of an Animal Model and Human Patients Front Neuroinform. 2018; 12:86. . View in PubMed
  • Regional and network relationship in the intracranial EEG second spectrum Clin Neurophysiol. 2016 Nov; 127(11):3485-3491. . View in PubMed
  • Classification of Alzheimer’s disease using unsupervised diffusion component analysis Math Biosci Eng. 2016 12 01; 13(6):1119-1130. . View in PubMed
  • Mathematical methods in systems biology Math Biosci Eng. 2016 12 01; 13(6):i-ii. . View in PubMed
  • Reply to about the electrophysiological basis of resting state networks Clin Neurophysiol. 2014 Aug; 125(8):1713-4. . View in PubMed
  • Intracranial EEG evaluation of relationship within a resting state network Clin Neurophysiol. 2013 Oct; 124(10):1943-51. . View in PubMed
  • Identifying preseizure state in intracranial EEG data using diffusion kernels Math Biosci Eng. 2013 Jun; 10(3):579-90. . View in PubMed

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