Charles A Ellis

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 22

Top Topics

Major Depressive Disorder

Top Venues

bioRxiv : the preprint server for biology

This page only lists publications with an associated author ORCID identifier.

Publications

Charles A Ellis, Martina Lapera Sancho, Robyn L Miller, Vince D Calhoun
Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures. bioRxiv : the preprint server for biology (2024)
Charles A Ellis, Martina Lapera Sancho, Robyn L Miller, Vince D Calhoun
Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures. bioRxiv : the preprint server for biology (2024)
Charles A Ellis, Martina Lapera Sancho, Robyn L Miller, Vince D Calhoun
Identifying EEG Biomarkers of Depression with Novel Explainable Deep Learning Architectures. bioRxiv : the preprint server for biology (2024)
Mohammad S E Sendi, Eric R Cole, Brigitte Piallat, Charles A Ellis, Thomas E Eggers, Nealen G Laxpati, Babak Mahmoudi, Claire-Anne Gutekunst, Annaelle Devergnas, Helen Mayberg, Robert E Gross, Vince D Calhoun
Refining Brain Stimulation Therapies: An Active Learning Approach to Personalization. bioRxiv : the preprint server for biology (2024)
Martina Lapera Sancho, Charles A Ellis, Robyn L Miller, Vince D Calhoun
Identifying Reproducibly Important EEG Markers of Schizophrenia with an Explainable Multi-Model Deep Learning Approach. bioRxiv : the preprint server for biology (2024)
Martina Lapera Sancho, Charles A Ellis, Robyn L Miller, Vince D Calhoun
Identifying Reproducibly Important EEG Markers of Schizophrenia with an Explainable Multi-Model Deep Learning Approach. bioRxiv : the preprint server for biology (2024)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Explainable Fuzzy Clustering Framework Reveals Divergent Default Mode Network Connectivity Dynamics in Schizophrenia. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Explainable Fuzzy Clustering Framework Reveals Divergent Default Mode Network Connectivity Dynamics in Schizophrenia. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Abhinav Sattiraju, Robyn L Miller, Vince D Calhoun
Improving Multichannel Raw Electroencephalography-based Diagnosis of Major Depressive Disorder via Transfer Learning with Single Channel Sleep Stage Data. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Abhinav Sattiraju, Robyn L Miller, Vince D Calhoun
Novel Approach Explains Spatio-Spectral Interactions in Raw Electroencephalogram Deep Learning Classifiers. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Explainable Fuzzy Clustering Framework Reveals Divergent Default Mode Network Connectivity Dynamics in Schizophrenia. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
A Novel Explainable Fuzzy Clustering Approach for fMRI Dynamic Functional Network Connectivity Analysis. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Abhinav Sattiraju, Robyn L Miller, Vince D Calhoun
Improving Multichannel Raw Electroencephalography-based Diagnosis of Major Depressive Disorder by Pretraining Deep Learning Models with Single Channel Sleep Stage Data . bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
A Novel Explainable Fuzzy Clustering Approach for fMRI Dynamic Functional Network Connectivity Analysis. bioRxiv : the preprint server for biology (2023)
Abhinav Sattiraju, Charles A Ellis, Robyn L Miller, Vince D Calhoun
An Explainable and Robust Deep Learning Approach for Automated Electroencephalography-based Schizophrenia Diagnosis. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data . bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Abhinav Sattiraju, Robyn L Miller, Vince D Calhoun
Novel Approach Explains Spatio-Spectral Interactions in Raw Electroencephalogram Deep Learning Classifiers. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Cross-Sampling Rate Transfer Learning for Enhanced Raw EEG Deep Learning Classifier Performance in Major Depressive Disorder Diagnosis. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Abhinav Sattiraju, Robyn L Miller, Vince D Calhoun
Novel Approach Explains Spatio-Spectral Interactions in Raw Electroencephalogram Deep Learning Classifiers. bioRxiv : the preprint server for biology (2023)
Charles A Ellis, Robyn L Miller, Vince D Calhoun
Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data. bioRxiv : the preprint server for biology (2023)