Two sets of the human brain. The four on the left are the images from the in-house database. The four on the right are from the A D N I database. The color code reveals the discriminating power of the brain.

Fig. 22

Attribution maps (left, in-house database; right, ADNI database) generated by an attention mechanism module, indicating the discriminant power of various brain regions for Alzheimer’s disease diagnosis. (Adapted from [42] (CC BY 4.0))

From: Chapter 22, Interpretability of Machine Learning Methods Applied to Neuroimaging

Cover of Machine Learning for Brain Disorders
Machine Learning for Brain Disorders [Internet].
Colliot O, editor.
New York, NY: Humana; 2023.
Copyright 2023, The Author(s)

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