An Approach for Estimating Explanation Uncertainty in fMRI dFNC Classification

Author:

Ellis Charles A.1,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, and Emory University,Atlanta,USA

Funder

NIH

NSF

Publisher

IEEE

Reference14 articles.

1. Dropout as a Bayesian approximation: Representing model uncertainty in deep learning;gal;ICML 2016 33rd International Conf Machine Learning,0

2. Aberrant Dynamic Functional Connectivity of Default Mode Network in Schizophrenia and Links to Symptom Severity

3. Novel Methods for Elucidating Modality Importance in Multimodal Electrophysiology Classifiers;ellis;BioRxiv,2022

4. A Systematic Approach for Explaining Time and Frequency Features Extracted by CNNs from Raw EEG Data;ellis;BioRxiv,2022

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