1. Depression Diagnosis Based on KNN Algorithm and EEG Signals

Nika Forouzandeh; Maryam Saeedi; Keivan Maghooli

Volume 10, Issue 01 , March 2021, , Pages 17-22

http://dx.doi.org/10.30495/ijsee.2021.681965

Abstract
  This work aims to diagnose depression and isolate healthy people from depressed patients based on EEG brain signals via the k-nearest neighbor algorithm (KNN) and using 10-fold cross-validation. Five regular frequency bands (Gamma, Beta, Alpha, Theta, and Delta) were utilized from the signals. Band power ...  Read More