The AHEPA EEG benchmark: setting the standard for machine learning in dementia diagnosis, a scoping review.

The analysis showed a trend from traditional feature-based classifiers, toward deep learning classifiers with convolutional and graph-based neural networks becoming the most common family of algorithms.

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