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Article
Open AccessEvaluation of a self-administered iPad®-based processing speed assessment for people with multiple sclerosis in a clinical routine setting
Limited resources often hinder regular cognitive assessment of people with multiple sclerosis (pwMS) in standard clinical care. A self-administered iPad®-based cognitive screening-tool (Processing Speed Test; ...
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Chapter and Conference Paper
Explainable Concept Map**s of MRI: Revealing the Mechanisms Underlying Deep Learning-Based Brain Disease Classification
Motivation. While recent studies show high accuracy in the classification of Alzheimer’s disease using deep neural networks, the underlying learned concepts have not been investigated.
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Article
Open AccessInterpretable brain disease classification and relevance-guided deep learning
Deep neural networks are increasingly used for neurological disease classification by MRI, but the networks’ decisions are not easily interpretable by humans. Heat map** by deep Taylor decomposition revealed...
