A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline

• Main Authors: Islam, Md Nahidul, Norizam, Sulaiman, Bari, Bifta Sama, Rashid, Mamunur, Mahfuzah, Mustafa
• Format: Article
• Language: English
• Published: Elsevier 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/33319/1/A%20hybrid%20scheme%20for%20AEP%20based%20hearing.pdf; http://umpir.ump.edu.my/id/eprint/33319/; https://doi.org/10.1016/j.neuri.2021.100037; https://doi.org/10.1016/j.neuri.2021.100037

The auditory evoked potential (AEP) has been considered a standard clinical instrument for hearing and neurological evaluation. Although several approaches for learning EEG signal characteristics have been established earlier, the hybridization concept has rarely been explored to produce novel repre...