Table 2.xls (5.5 kB)
Classification of mTBI patients and healthy controls.
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posted on 2023-11-09, 18:53 authored by Veera Itälinna, Hanna Kaltiainen, Nina Forss, Mia Liljeström, Lauri ParkkonenClassification of mTBI patients and healthy controls.
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quantitative deviation mapspower spectra acrosshealthy control subjectsdemonstrated several population4 8211using normative modelingfull normative datatrained model revealednormative modeling approachstate meg measurementsmeg data combinedtheta frequency bandcurrent approach couldmany brain disordersindividual mtbi patients25 mtbi patientsbrain disordersnormative datasetlearning approachtrained supportcould servemeg studiesmeg signalsidentify patientsdistinguish patientsdiscriminate patientsderiving megfrequency rangesfrequency activitybrain injurydetect mtbiwould benefitwide rangeurgently neededthus providingsignificant indicatorresults demonstrateobjective markersmultivariate machinematched subsetsmachine learningmachine classifierslevel indicatorslarge interearlier studiesclinical symptoms8 hz79 %.
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