A surface vision transformer diagnoses dementia by weighing how each cortical patch resembles a corresponding prototype from real training brains, with competitive accuracy and clinically aligned explanations.
Advances in neural information processing systems 32 (2019)
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X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis
A surface vision transformer diagnoses dementia by weighing how each cortical patch resembles a corresponding prototype from real training brains, with competitive accuracy and clinically aligned explanations.