314 citations · 480 across the 10 of their papers we have counts for
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eess.IV2022★ 3 cited
Deep neural network heatmaps capture Alzheimer's disease patterns reported in a large meta-analysis of neuroimaging studies
Di Wang, Nicolas Honnorat, Peter T. Fox +4
Deep neural networks currently provide the most advanced and accurate machine learning models to distinguish between structural MRI scans of subjects with Alzheimer's disease and h…
cs.CV2022★ 1 cited
Feature visualization for convolutional neural network models trained on neuroimaging data
Fabian Eitel, Anna Melkonyan, Kerstin Ritter
A major prerequisite for the application of machine learning models in clinical decision making is trust and interpretability. Current explainability studies in the neuroimaging co…