A Preliminary Study of an Image-based Dementia Diagnosis Support Using Data-efficient image Transformer

Abstract

In this paper, we report the results of a preliminary study of diagnosis supporting system of dementia from test images of Trial Making Test(TMT), which is used as a diagnostic test for dementia, by using Data-efficient image Transformer. We verify the usefulness of Data-efficient image Transformer model, which is a highly efficient and accurate data learning method, by comparing with the past-studied model called Vision Transformer.