MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation. (arXiv:2204.01708v1 [eess.IV])

Accurately detecting Alzheimer's disease (AD) and predicting mini-mental
state examination (MMSE) score are important tasks in elderly health by
magnetic resonance imaging (MRI). Most of the previous methods on these two
tasks are based on single-task learning and rarely consider the correlation
between them. Since the MMSE score, which is an important basis for AD
diagnosis, can also reflect the progress of cognitive impairment, some studies
have begun to apply multi-task learning methods to these two tasks. However,
how to …

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