Charles A Ellis
6PUBLICATIONS
3CO-AUTHORS
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Publications (6)
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|Sep 16, 2024
Refining Brain Stimulation Therapies: An Active Learning Approach to Personalization.Mohammad S E Sendi, Eric R Cole, Brigitte Piallat
|Apr 02, 2024
Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures.Charles A Ellis, Martina Lapera Sancho, Robyn L Miller
|Feb 26, 2024
Identifying Reproducibly Important EEG Markers of Schizophrenia with an Explainable Multi-Model Deep Learning Approach.Martina Lapera Sancho, Charles A Ellis, Robyn L Miller
|Jan 08, 2024
Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data.Charles A Ellis, Robyn L Miller, Vince D Calhoun
|Nov 28, 2023
CROSS-SAMPLING RATE TRANSFER LEARNING FOR ENHANCED RAW EEG DEEP LEARNING CLASSIFIER PERFORMANCE IN MAJOR DEPRESSIVE DISORDER DIAGNOSIS.Charles A Ellis, Robyn L Miller, Vince D Calhoun
|Jul 03, 2023
An Explainable and Robust Deep Learning Approach for Automated Electroencephalography-based Schizophrenia Diagnosis.Abhinav Sattiraju, Charles A Ellis, Robyn L Miller
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