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National Repository of Grey Literature

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Electroencephalogram (EEG) and machine learning based classification of depression: unveiling hidden patterns for early detection Jurkechová, Adriana ; Malik, Aamir Saeed (referee) ; Zaheer, Muhammad Asad (advisor) Táto práca sa zaoberá predspracovaním EEG signálov, extrakciou vlastností a klasifikáciou pacientov s depresiou a zdravou kontrolnou skupinou. Na klasifikáciu bolo zväžených a ohodnotených 5 modelov strojového učenia. Získané poznatky potvrdzujú výsledky z predchádzajúcich výskumov a poukazujú na dôležitosť veľkého a diverzného datasetu. Táto práca pracuje s verejne dostupným datasetom. Detailed record

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