Novel Approach Explains Spatio-Spectral Interactions In Raw Electroencephalogram Deep Learning Classifiers-Reference-Cited by-同舟云学术

Novel Approach Explains Spatio-Spectral Interactions In Raw Electroencephalogram Deep Learning Classifiers

Published:2023-06-04 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)
language:
Short-container-title:

Author:

Ellis Charles A.¹,Sattiraju Abhinav¹,Miller Robyn L.¹,Calhoun Vince D.¹

Affiliation:

1. Tri-institutional Center for Translational Research in Neuroimaging and Data Science: Georgia State University, Georgia Institute of Technology, Emory University,Atlanta,Georgia,United States

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10192576/10192577/10193605.pdf?arnumber=10193605

Reference19 articles.

1. EEG in schizophrenic patients: mutual information analysis

2. An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals

3. A major depressive disorder classification framework based on EEG signals using statistical, spectral, wavelet, functional connectivity, and nonlinear analysis

4. A wavelet-based technique to predict treatment outcome for Major Depressive Disorder

5. Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network;phang,0

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Cross-Sampling Rate Transfer Learning for Enhanced Raw EEG Deep Learning Classifier Performance in Major Depressive Disorder Diagnosis;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27

2. Improving Multichannel Raw Electroencephalography-based Diagnosis of Major Depressive Disorder via Transfer Learning with Single Channel Sleep Stage Data*;2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2023-12-05

3. Improving Explainability for Single-Channel EEG Deep Learning Classifiers via Interpretable Filters and Activation Analysis*;2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2023-12-05

4. An Explainable and Robust Deep Learning Approach for Automated Electroencephalography-Based Schizophrenia Diagnosis;2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE);2023-12-04