Attention is altered even in subacute schizophrenia and can easily investigated with an e.g. auditory oddball paradigm. Very often you'll find a smaller and delayed peek amplitude of the P300 for the "rare" condition.
Why not run an unsupervised model first and identify potential features? You can then cross-reference what you will find with common-sense and literature.