SIR task grand average ERP waveforms at all EEG channels, baseline visit, plotted for novel stimuli in HC and MCI groups.
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posted on 2024-08-08, 17:37 authored by Amir H. Meghdadi, David Salat, Joanne Hamilton, Yue Hong, Bradley F. Boeve, Erik K. St Louis, Ajay Verma, Chris BerkaSIR task grand average ERP waveforms at all EEG channels, baseline visit, plotted for novel stimuli in HC and MCI groups.
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alzheimer 8217mild cognitive impairmentsupport vector machineresting state eegmultiple eeg modalitiesslower reaction timedecreased response accuracyclassifier achieving aucearly cognitive declinedata validation resulteddisease pcognitive declinevalidation usingresults supportearly stageseeg biosignaturevisual memoryunified measuretwo eventtesting dataretest reliabilityrepeated assessmentsrelated potentialprognostic testingperformance measureslower powerlongitudinal monitoringlimited durationindividual levelhc groupsevaluate repeatabilitycomposite measurecompared individualsclassification scoresbiosignatures evenbased measuresaggregating biosignatures76 %)70 %)44 ).12 biosignatures
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