Concepedia
Statistics
Publications
6
Citations
96
H-Index
Active since
2021
Affiliations
Georgia State University(Current)
Center for Translational Research in Neuroimaging and Data Science
Emory University
Georgia Institute of Technology
The Wallace H. Coulter Department of Biomedical Engineering
Darwin A. Carbajal is an author at Georgia State University specializing in machine learning, computing, and electroencephalography.
Publications per year
2021–2023
Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series
Charles A. Ellis, Rongen Zhang, Darwin A. Carbajal et al. · 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2021 · 26 citations
Computing, Neuroscience, Electrophysiology +16
Novel methods for elucidating modality importance in multimodal electrophysiology classifiers
Charles A. Ellis, Mohammad S.E. Sendi, Rongen Zhang et al. · Frontiers in Neuroinformatics · 2023 · 18 citations · Full text
Computing, Biomedical Informatics, Neuroscience +17
An Explainable Deep Learning Approach for Multimodal Electrophysiology Classification
Charles A. Ellis, Darwin A. Carbajal, Rongen Zhang et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 16 citations · Full text
Computing, Computer Science, Neuroscience +17
A Novel Local Ablation Approach for Explaining Multimodal Classifiers
Charles A. Ellis, Rongen Zhang, Vince D. Calhoun et al. · 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) · 2021 · 14 citations
Computing, Biomedical Engineering, Computer Science +17
A Gradient-based Approach for Explaining Multimodal Deep Learning Classifiers
Charles A. Ellis, Rongen Zhang, Vince D. Calhoun et al. · 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) · 2021 · 11 citations
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