Dominique Duncan

Title(s)Assistant Professor of Neurology
SchoolKeck School of Medicine of Usc
AddressSHN, 2025 Zonal Ave.
Health Sciences Campus
Los Angeles CA 90033
Phone+1 323 442 7246
ORCID ORCID Icon0000-0002-6154-9262 Additional info
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    Collapse Biography 
    Collapse Education and Training
    Yale University, New Haven, CTPhD05/2013Electrical Engineering
    University of Chicago, Chicago, ILBS06/2007Mathematics

    Collapse Overview 

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    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. Comput Med Imaging Graph. 2024 Jul; 115:102386. Akbar MN, Ruf SF, Singh A, Faghihpirayesh R, Garner R, Bennett A, Alba C, Rocca M, Imbiriba T, Erdogmus D, Duncan D. PMID: 38718562.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. CoSev: Data-Driven Optimizations for COVID-19 Severity Assessment in Low-Sample Regimes. Diagnostics (Basel). 2024 Feb 04; 14(3). Garg A, Alag S, Duncan D. PMID: 38337853; PMCID: PMC10855975.
      View in: PubMed   Mentions:
    3. Relationships between COVID-19 healthcare outcomes and county characteristics in the U.S. for Delta (B.1.617.2) and Omicron (B.1.1.529 and BA.1.1) variants. Front Public Health. 2023; 11:1252668. Bruckhaus AA, Zhang Y, Salehi S, Abedi A, Duncan D. PMID: 38045980; PMCID: PMC10693294.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    4. A comparison of neuroelectrophysiology databases. Sci Data. 2023 10 19; 10(1):719. Subash P, Gray A, Boswell M, Cohen SL, Garner R, Salehi S, Fisher C, Hobel S, Ghosh S, Halchenko Y, Dichter B, Poldrack RA, Markiewicz C, Hermes D, Delorme A, Makeig S, Behan B, Sparks A, Arnott SR, Wang Z, Magnotti J, Beauchamp MS, Pouratian N, Toga AW, Duncan D. PMID: 37857685; PMCID: PMC10587056.
      View in: PubMed   Mentions: 3     Fields:    
    5. A Comparison of Neuroelectrophysiology Databases. ArXiv. 2023 Aug 30. Subash P, Gray A, Boswell M, Cohen SL, Garner R, Salehi S, Fisher C, Hobel S, Ghosh S, Halchenko Y, Dichter B, Poldrack RA, Markiewicz C, Hermes D, Delorme A, Makeig S, Behan B, Sparks A, Arnott SR, Wang Z, Magnotti J, Beauchamp MS, Pouratian N, Toga AW, Duncan D. PMID: 37426452; PMCID: PMC10327244.
      View in: PubMed   Mentions:
    6. Image data harmonization tools for the analysis of post-traumatic epilepsy development in preclinical multisite MRI studies. Epilepsy Res. 2023 09; 195:107201. 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, EpiBioS4Rx investigators. PMID: 37562146; PMCID: PMC10528111.
      View in: PubMed   Mentions:    Fields:    Translation:Animals
    7. 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. Cohen SL, Woo Choi J, Toga AW, Pouratian N, Duncan D. PMID: 38083533.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    8. 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. Bruckhaus AA, Khan A, Pickering TA, Abedi A, Salehi S, Duncan D. PMID: 37228717; PMCID: PMC10203576.
      View in: PubMed   Mentions:    Fields:    Translation:HumansPHPublic Health
    9. Manual lesion segmentations for traumatic brain injury characterization. Front Neuroimaging. 2023; 2:1068591. Bennett A, Garner R, Morris MD, La Rocca M, Barisano G, Cua R, Loon J, Alba C, Carbone P, Gao S, Pantoja A, Khan A, Nouaili N, Vespa P, Toga AW, Duncan D. PMID: 37554636; PMCID: PMC10406209.
      View in: PubMed   Mentions:
    10. Functional connectivity alterations in traumatic brain injury patients with late seizures. Neurobiol Dis. 2023 04; 179:106053. La Rocca M, Barisano G, Garner R, Ruf SF, Amoroso N, Monti M, Vespa P, Bellotti R, Erdogmus D, Toga AW, Duncan D, EpiBioS4Rx Study Group. PMID: 36871641.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    11. Data Archive for the BRAIN Initiative (DABI). Sci Data. 2023 02 09; 10(1):83. Duncan D, Garner R, Brinkerhoff S, Walker HC, Pouratian N, Toga AW. PMID: 36759619; PMCID: PMC9911697.
      View in: PubMed   Mentions: 4     Fields:    
    12. 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. Macaulay TR, Hegarty A, Yan L, Duncan D, Pa J, Kutch JJ, La Rocca M, Lane CJ, Schroeder ET. PMID: 35983377; PMCID: PMC9379950.
      View in: PubMed   Mentions: 1  
    13. Molecular and antigen tests, and sample types for diagnosis of COVID-19: a review. Future Virol. 2022 Jun. Zhang Y, Garner R, Salehi S, Rocca M, Duncan D. PMID: 35783674; PMCID: PMC9248776.
      View in: PubMed   Mentions: 4  
    14. A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities. Signal Image Video Process. 2023; 17(4):907-914. Khan A, Garner R, Rocca M, Salehi S, Duncan D. PMID: 35371333; PMCID: PMC8958480.
      View in: PubMed   Mentions: 5  
    15. Post-lockdown infection rates of COVID-19 following the reopening of public businesses. J Public Health (Oxf). 2022 03 07; 44(1):e51-e58. Bruckhaus A, Martinez A, Garner R, La Rocca M, Duncan D. PMID: 34426837; PMCID: PMC8499779.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansCellsPHPublic Health
    16. Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT. Expert Syst Appl. 2022 Jun 01; 195:116540. Garg A, Salehi S, Rocca M, Garner R, Duncan D. PMID: 35075334; PMCID: PMC8769906.
      View in: PubMed   Mentions: 12  
    17. 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. La Rocca M, Barisano G, Bennett A, Garner R, Engel J, Gilmore EJ, McArthur DL, Rosenthal E, Stanis J, Vespa P, Willyerd F, Zimmermann LL, Toga AW, Duncan D, EpiBioS4Rx Study Group. PMID: 34985618; PMCID: PMC9433738.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    18. 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. Nouaili N, Garner R, Salehi S, Rocca M, Duncan D. PMID: 35726407.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    19. Unsupervised seizure identification on EEG. Comput Methods Programs Biomed. 2022 Mar; 215:106604. Yildiz I, Garner R, Lai M, Duncan D. PMID: 34999533.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    20. 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. Bruckhaus AA, Abedi A, Salehi S, Pickering TA, Zhang Y, Martinez A, Lai M, Garner R, Duncan D. PMID: 34797451; PMCID: PMC8603654.
      View in: PubMed   Mentions: 7     Fields:    Translation:HumansCellsPHPublic Health
    21. 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. Faghihpirayesh R, Ruf S, Rocca M, Garner R, Vespa P, Erdogmus D, Duncan D. PMID: 34891296; PMCID: PMC8860400.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    22. 12 weeks of strength training improves fluid cognition in older adults: A nonrandomized pilot trial. PLoS One. 2021; 16(7):e0255018. Macaulay TR, Pa J, Kutch JJ, Lane CJ, Duncan D, Yan L, Schroeder ET. PMID: 34293060; PMCID: PMC8297768.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCTClinical Trials
    23. 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. Zhang Y, Garner R, Salehi S, La Rocca M, Duncan D. PMID: 33686492; PMCID: PMC7939543.
      View in: PubMed   Mentions: 32     Fields:    Translation:HumansCells
    24. Multiplex Networks to Characterize Seizure Development in Traumatic Brain Injury Patients. Front Neurosci. 2020; 14:591662. La Rocca M, Garner R, Amoroso N, Lutkenhoff ES, Monti MM, Vespa P, Toga AW, Duncan D. PMID: 33328863; PMCID: PMC7734183.
      View in: PubMed   Mentions: 6  
    25. Predicting brain age with complex networks: From adolescence to adulthood. Neuroimage. 2021 01 15; 225:117458. Bellantuono L, Marzano L, La Rocca M, Duncan D, Lombardi A, Maggipinto T, Monaco A, Tangaro S, Amoroso N, Bellotti R. PMID: 33099008.
      View in: PubMed   Mentions: 22     Fields:    Translation:Humans
    26. 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. Lutkenhoff ES, Shrestha V, Ruiz Tejeda J, Real C, McArthur DL, Duncan D, La Rocca M, Garner R, Toga AW, Vespa PM, Monti MM, EpiBioS4Rx Study Group. PMID: 32848013; PMCID: PMC7572686.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    27. Imaging biomarkers of posttraumatic epileptogenesis. Epilepsia. 2019 11; 60(11):2151-2162. Garner R, La Rocca M, Vespa P, Jones N, Monti MM, Toga AW, Duncan D. PMID: 31595501; PMCID: PMC6842410.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    28. A MACHINE LEARNING MODEL TO PREDICT SEIZURE SUSCEPTIBILITY FROM RESTING-STATE FMRI CONNECTIVITY. Spring Simul Conf. 2019 Apr-May; 2019. Garner R, La Rocca M, Barisano G, Toga AW, Duncan D, Vespa P. PMID: 36541915; PMCID: PMC9760283.
      View in: PubMed   Mentions: 4  
    29. 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. Duncan D, Garner R, Zrantchev I, Ard T, Newman B, Saslow A, Wanserski E, Toga AW. PMID: 30030766; PMCID: PMC6382628.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    30. Harmonization of pipeline for preclinical multicenter MRI biomarker discovery in a rat model of post-traumatic epileptogenesis. Epilepsy Res. 2019 02; 150:46-57. Immonen R, Smith G, Brady RD, Wright D, Johnston L, Harris NG, Manninen E, Salo R, Branch C, Duncan D, Cabeen R, Ndode-Ekane XE, Gomez CS, Casillas-Espinosa PM, Ali I, Shultz SR, Andrade P, Puhakka N, Staba RJ, O'Brien TJ, Toga AW, Pitkänen A, Gröhn O. PMID: 30641351; PMCID: PMC6818721.
      View in: PubMed   Mentions: 13     Fields:    Translation:Animals
    31. Analytic Tools for Post-traumatic Epileptogenesis Biomarker Search in Multimodal Dataset of an Animal Model and Human Patients. Front Neuroinform. 2018; 12:86. Duncan D, Barisano G, Cabeen R, Sepehrband F, Garner R, Braimah A, Vespa P, Pitkänen A, Law M, Toga AW. PMID: 30618695; PMCID: PMC6307529.
      View in: PubMed   Mentions: 13  
    32. The epilepsy bioinformatics study for anti-epileptogenic therapy (EpiBioS4Rx) clinical biomarker: Study design and protocol. Neurobiol Dis. 2019 03; 123:110-114. Vespa PM, Shrestha V, Abend N, Agoston D, Au A, Bell MJ, Bleck TP, Blanco MB, Claassen J, Diaz-Arrastia R, Duncan D, Ellingson B, Foreman B, Gilmore EJ, Hirsch L, Hunn M, Kamnaksh A, McArthur D, Morokoff A, O'Brien T, O'Phelan K, Robertson CL, Rosenthal E, Staba R, Toga A, Willyerd FA, Zimmermann L, Yam E, Martinez S, Real C, Engel J. PMID: 30048805; PMCID: PMC6344322.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    33. Big data sharing and analysis to advance research in post-traumatic epilepsy. Neurobiol Dis. 2019 03; 123:127-136. Duncan D, Vespa P, Pitkänen A, Braimah A, Lapinlampi N, Toga AW. PMID: 29864492; PMCID: PMC6274619.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    34. 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. Duncan D, Vespa P, Toga AW. PMID: 30369835; PMCID: PMC6200402.
      View in: PubMed   Mentions: 2  
    35. Mathematical methods in systems biology. Math Biosci Eng. 2016 12 01; 13(6):i-ii. Kashdan E, Duncan D, Parnell A, Schattler H. PMID: 27775369.
      View in: PubMed   Mentions: 1     Fields:    
    36. Classification of Alzheimer's disease using unsupervised diffusion component analysis. Math Biosci Eng. 2016 12 01; 13(6):1119-1130. Duncan D, Strohmer T. PMID: 27775370.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    37. Regional and network relationship in the intracranial EEG second spectrum. Clin Neurophysiol. 2016 Nov; 127(11):3485-3491. Joshi RB, Gaspard N, Goncharova II, Duckrow RB, Duncan D, Gerrard JL, Spencer DD, Hirsch LJ, Zaveri HP. PMID: 27692590.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    38. Reply to about the electrophysiological basis of resting state networks. Clin Neurophysiol. 2014 Aug; 125(8):1713-4. Duncan D, Duckrow RB, Pincus SM, Goncharova I, Hirsch LJ, Spencer DD, Coifman RR, Zaveri HP. PMID: 24440225.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    39. Intracranial EEG evaluation of relationship within a resting state network. Clin Neurophysiol. 2013 Oct; 124(10):1943-51. Duncan D, Duckrow RB, Pincus SM, Goncharova I, Hirsch LJ, Spencer DD, Coifman RR, Zaveri HP. PMID: 23790525.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    40. Identifying preseizure state in intracranial EEG data using diffusion kernels. Math Biosci Eng. 2013 Jun; 10(3):579-90. Duncan D, Talmon R, Zaveri HP, Coifman RR. PMID: 23906137.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
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