No single PESQ or PEWQ item proved both sensitive and specific for any diagnosis; furthermore, a classifier that evaluated combinations of features nonlinearly performed better than a linear model in identifying the correct diagnosis (although this did not reach statistical significance).
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Validation of a Machine-Learning Clinical Decision Aid for the Differential Diagnosis of Transient Loss of Consciousness.
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