A glass-box CNN-EBM hybrid diagnoses Alzheimer's disease and predicts progression with accuracy on par with black-box models while exposing the brain regions behind each decision.
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, op- portunities and challenges toward responsible AI,
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GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease
A glass-box CNN-EBM hybrid diagnoses Alzheimer's disease and predicts progression with accuracy on par with black-box models while exposing the brain regions behind each decision.