Dominique Duncan

Dominique Duncan

University of Southern California

H-index: 15

North America-United States

About Dominique Duncan

Dominique Duncan, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of epilepsy, traumatic brain injury, applied harmonic analysis, diffusion geometry, biomedical signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing …

A Machine Learning Approach to Preictal Phase Detection in EEG

CoSev: Data-Driven Optimizations for COVID-19 Severity Assessment in Low-Sample Regimes

Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG

Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training

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

A comparison of neuroelectrophysiology databases

Unsupervised Seizure Detection in Eeg Using Long Short Term Memory Network and Clustering

Dominique Duncan Information

University

Position

Assistant Professor of Neurology

Citations(all)

726

Citations(since 2020)

661

Cited By

195

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

20

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Dominique Duncan Skills & Research Interests

epilepsy

traumatic brain injury

applied harmonic analysis

diffusion geometry

biomedical signal processing

Top articles of Dominique Duncan

Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing …

Computerized Medical Imaging and Graphics

2024/4/19

A Machine Learning Approach to Preictal Phase Detection in EEG

2024/2/26

Dominique Duncan
Dominique Duncan

H-Index: 8

CoSev: Data-Driven Optimizations for COVID-19 Severity Assessment in Low-Sample Regimes

Diagnostics

2024/2/4

Dominique Duncan
Dominique Duncan

H-Index: 8

Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG

2022/12

Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training

arXiv preprint arXiv:2311.14227

2023/11/23

Dominique Duncan
Dominique Duncan

H-Index: 8

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

Frontiers in Public Health

2023/11/17

Yujia Zhang
Yujia Zhang

H-Index: 5

Dominique Duncan
Dominique Duncan

H-Index: 8

A comparison of neuroelectrophysiology databases

2023/10/19

Unsupervised Seizure Detection in Eeg Using Long Short Term Memory Network and Clustering

2023/9/17

Dominique Duncan
Dominique Duncan

H-Index: 8

Image data harmonization tools for the analysis of post-traumatic epilepsy development in preclinical multisite MRI studies

Epilepsy Research

2023/9/1

Exaggerated High-Beta Oscillations are Associated with Cortical Thinning at the Motor Cortex in Parkinson’s Disease

2023/7/24

Jeong Woo Choi
Jeong Woo Choi

H-Index: 9

Dominique Duncan
Dominique Duncan

H-Index: 8

A novel threshold-based segmentation method for quantification of COVID-19 lung abnormalities

Signal, image and video processing

2023/6

COVID-19 vaccination dynamics in the US: coverage velocity and carrying capacity based on socio-demographic vulnerability indices in California's pediatric population

Frontiers in Public Health

2023/5/9

Dominique Duncan
Dominique Duncan

H-Index: 8

Functional connectivity alterations in traumatic brain injury patients with late seizures

Neurobiology of Disease

2023/4/1

Key Radiological Features of COVID-19 Chest CT Scans with a Focus on Special Subgroups: A Literature Review

2023/4/1

Rachael Garner
Rachael Garner

H-Index: 4

Dominique Duncan
Dominique Duncan

H-Index: 8

Manual lesion segmentations for traumatic brain injury characterization

Frontiers in Neuroimaging

2023/3/16

Data archive for the BRAIN initiative (DABI)

Scientific Data

2023/2/9

Dominique Duncan
Dominique Duncan

H-Index: 8

Rachael Garner
Rachael Garner

H-Index: 4

Global Impact of COVID‐19 on Healthcare Systems

Coronavirus Disease 2019 (COVID‐19) A Clinical Guide (Editors: Ali Gholamrezanezhad and Michael Dube)

2023/1/6

Dominique Duncan
Dominique Duncan

H-Index: 8

COVID‐19: Risk Stratification

Coronavirus Disease 2019 (COVID‐19) A Clinical Guide (Editors: Ali Gholamrezanezhad and Michael Dube)

2023/1/6

Post traumatic seizure classification with missing data using multimodal machine learning on dmri, eeg, and fmri

medRxiv

2022/10/25

Molecular and antigen tests, and sample types for diagnosis of COVID-19: a review

2022/9

See List of Professors in Dominique Duncan University(University of Southern California)

Co-Authors

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