Published: 20 Mar 2025
Prediction of Cognitive Impairment Using a Deep Learning Autoencoder Algorithm from a Singapore Study
Volume 2
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Tianming Zhu
tianming.zhu@nie.edu.sg
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Carol Anne Hargreaves
carol.hargreaves@nus.edu.sg -
Yi Xin Cheng
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Christopher Chen Li-Hsian
phccclh@nus.edu.sg -
Siama Hilal
Dementia is a decline in cognitive function, typically diagnosed when the acquired impairment becomes severe enough to impact social or occupational functioning. Between no cognitive impairment (NCI) and dementia, there are many intermediate states. Predictive cognitive impairment can be useful for initiating treatment to prevent further brain damage. Several deep learning-based approaches have been proposed for the classification of Magnetic Resonance Imaging (MRI) to diagnose Alzheimer’s disease (AD) or dementia...
