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Characterizing personalized neuropathology in dementia and mild cognitive impairment with explainable artificial intelligence
2023-06-27
radiology and imaging
Title + abstract only
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Deep learning approaches for clinical predictions based on magnetic resonance imaging data have shown great promise as a translational technology for diagnosis and prognosis in neurological disorders, but its clinical impact has been limited. This is partially attributed to the opaqueness of deep learning models, causing insufficient understanding of what underlies their decisions. To overcome this, we trained convolutional neural networks on structural brain scans to differentiate dementia pati...
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