Dominique Duncan

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 29

Top Topics

User Communities

Virtual Reality

Diffusion Weighted Imaging

Traumatic Brain Injury

Top Venues

Publications

Md Navid Akbar, Sebastian F. Ruf, Ashutosh Singh, Razieh Faghihpirayesh, Rachael Garner, Alexis Bennett, Celina Alba, Marianna La Rocca, Tales Imbiriba, Deniz Erdogmus, Dominique Duncan
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. Comput. Medical Imaging Graph. 115 (2024)
Patrick Carbone, Celina Alba, Alexis Bennett, Kseniia Kriukova, Dominique Duncan
Optimizing Automated Brain Extraction for Moderate to Severe Traumatic Brain Injury Patients: The Role of Intensity Normalization and Bias-Field Correction. Algorithms 17 (7) (2024)
Karina Yang, Alexis Bennett, Dominique Duncan
Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training. CoRR (2023)
Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. CoRR (2023)
Samantha L. Cohen, Jeong Woo Choi, Arthur W. Toga, Nader Pouratian, Dominique Duncan
Exaggerated High-Beta Oscillations are Associated with Cortical Thinning at the Motor Cortex in Parkinson's Disease. EMBC (2023)
Priyanka Subash, Alex Gray, Misque Boswell, Samantha L. Cohen, Rachael Garner, Sana Salehi, Calvary Fisher, Samuel Hobel, Satrajit S. Ghosh, Yaroslav O. Halchenko, Benjamin Dichter, Russell A. Poldrack, Christopher J. Markiewicz, Dora Hermes, Arnaud Delorme, Scott Makeig, Brendan Behan, Alana Sparks, Stephen R. Arnott, Zhengjia Wang, John F. Magnotti, Michael S. Beauchamp, Nader Pouratian, Arthur W. Toga, Dominique Duncan
A Comparison of Neuroelectrophysiology Databases. CoRR (2023)
Azrin Khan, Rachael Garner, Marianna La Rocca, Sana Salehi, Dominique Duncan
A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities. Signal Image Video Process. 17 (4) (2023)
Samayan Bhattacharya, Alexis Bennett, Celina Alba, Kseniia Kriukova, Dominique Duncan
Unsupervised Seizure Detection in Eeg Using Long Short Term Memory Network and Clustering. MLSP (2023)
Alexis Bennett, Rachael Garner, Marianna La Rocca, Ali Valehi, Dominique Duncan
ABSTRACT: Evaluation of Transfer Learning Models on Detection of COVID-19 Using Multi-Modal Data. DCOSS (2022)
Ramalatha Marimuthu, Shally Gupta, Larry Stapleton, Dominique Duncan, Bozenna Pasik-Duncan
Challenging the Digital Divide: Factors Affecting the Availability, Adoption, and Acceptance of Future Technology in Elderly User Communities. Computer 55 (7) (2022)
Aksh Garg, Sana Salehi, Marianna La Rocca, Rachael Garner, Dominique Duncan
Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT. Expert Syst. Appl. 195 (2022)
Alexander Bruckhaus, Yujia Zhang, Aidin Abedi, Sana Salehi, Dominique Duncan
Understanding the United States' 50 most populous counties' COVID-19 healthcare outcomes through multiple regression across the Delta variant and Omicron variant times of dominance. DCOSS (2022)
Sana Salehi, Aidin Abedi, Alexander Bruckhaus, Dominique Duncan
ABSTRACT: COVID-19 Vaccination Dynamics in the US: A Follow-up Study. DCOSS (2022)
Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. ICMLA (2022)
Ilkay Yildiz, Rachael Garner, Matthew Lai, Dominique Duncan
Unsupervised seizure identification on EEG. Comput. Methods Programs Biomed. 215 (2022)
Razieh Faghihpirayesh, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. EMBC (2021)
Akul Sharma, Rachael Garner, Marianna La Rocca, Celina Alba, Yenlin Lee, Karina Yang, Maya Brawer-Cohen, Dominique Duncan
Machine Learning of Diffusion Weighted Imaging for Prediction of Seizure Susceptibility Following Traumatic Brain Injury. ANNSIM (2021)
Md Navid Akbar, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Giuseppe Barisano, Ruskin Cua, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI. CDMRI@MICCAI (2021)
Loredana Bellantuono, Luca Marzano, Marianna La Rocca, Dominique Duncan, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti
Predicting brain age with complex networks: From adolescence to adulthood. NeuroImage 225 (2021)
Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI. CoRR (2020)
Ryan P. Cabeen, Riikka J. Immonen, Neil G. Harris, Olli Gröhn, Gregory Smith, Eppu Manninen, Rachael Garner, Dominique Duncan, Asla Pitkänen, Arthur W. Toga
A Computational Diffusion MRI Framework for Biomarker Discovery in a Rodent Model of Post-Traumatic Epileptogenesis. ISBI (2020)
Jiaju Liu, Rachael Garner, Marianna La Rocca, Eun-Kee Bae, Dominique Duncan
The Effects of Filtering on High Frequency Oscillation Classification. SpringSim (2020)
Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
Prediction of epilepsy development in traumatic brain injury patients from diffusion weighted MRI. PETRA (2020)
Aksh Garg, Sana Salehi, Marianna La Rocca, Rachael Garner, Dominique Duncan
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT. CoRR (2020)
Rachael Garner, Marianna La Rocca, Giuseppe Barisano, Arthur W. Toga, Dominique Duncan, Paul M. Vespa
A Machine Learning Model to Predict Seizure Susceptibility from Resting-State fMRI Connectivity. SpringSim (2019)
Dominique Duncan, Rachael Garner, Ivan Zrantchev, Tyler Ard, Bradley Newman, Adam Saslow, Emily Wanserski, Arthur W. Toga
Using Virtual Reality to Improve Performance and User Experience in Manual Correction of MRI Segmentation Errors by Non-experts. J. Digit. Imaging 32 (1) (2019)
Dominique Duncan, Giuseppe Barisano, Ryan P. Cabeen, Farshid Sepehrband, Rachael Garner, Adebayo Braimah, Paul M. Vespa, Asla Pitkänen, Meng Law, Arthur W. Toga
Analytic Tools for Post-traumatic Epileptogenesis Biomarker Search in Multimodal Dataset of an Animal Model and Human Patients. Frontiers Neuroinformatics 12 (2018)
Dominique Duncan, Brad Newman, Adam Saslow, Emily Wanserski, Tyler Ard, Ryan Essex, Arthur W. Toga
VRAIN: Virtual reality assisted intervention for neuroimaging. VR (2017)
Tyler Ard, David M. Krum, Thai Phan, Dominique Duncan, Ryan Essex, Mark T. Bolas, Arthur W. Toga
NIVR: Neuro imaging in virtual reality. VR (2017)
Bozenna Pasik-Duncan, Dominique Duncan
Undergraduate's partnership with K-12. ACC (2002)