Fig. 7
From: An unsupervised XAI framework for dementia detection with context enrichment
Rule-based textual explanation: (a) an hypothetical exemplary visual illustration of the rule-based mechanism of selecting neuroanatomical regions for which a pathologic threshold is reached for all the features - cortical thickness, volumetry, and relevance; and then narrowing down and optimizing the pathologic regions presented to the clinical user to reduce the information load. For a query participant from the DELCODE cohort, we show (b) a list of all the pathologic and presented regions, and (c) a template-based summary generated, listing w-scores from all relevant features.
