Article

Disease-driven domain generalization for neuroimaging-based assessment of Alzheimer’s disease

2023-09-25

Abstract excerpt

Development of deep learning models to assess the degree of cognitive impairment on magnetic resonance imaging (MRI) scans has high translational significance. Performance of such models is often affected by potential variabilities stemming from independent protocols for data generation, imaging equipment, radiology artifacts, and demographic distributional shifts. Domain generalization (DG) frameworks have the po...

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Literature Corpus work: 86cf45a0-68ce-5eb7-a593-94bd28380c2e
DOI: 10.1101/2023.09.22.23295984

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