Confidence-based SVM architectures using vital signs (HR, GSR, ST) can accurately and independently detect agitation transitions in dementia patients.
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May support real-time agitation monitoring in dementia; leaves open prospective validation before clinical adoption.
Sakr et al. (2010) studied this question.
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