PTSD Case Detection with Boosting

PTSD Case Detection with Boosting

In this project, the electroencephalogram (EEG) channel(s) is used to better characterize post-traumatic stress disorder (PTSD). For this aim, we applied boosting methods along with a combination of k-means and Support Vector Machine (SVM) models to find the diagnostic channels of PTSD cases and hea...

Full description

Bibliographic Details
Main Authors: Vu Nguyen, Minh Phan, Tiantian Wang, Payam Norouzzadeh, Eli Snir, Salih Tutun, Brett McKinney, Bahareh Rahmani
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Signals
Subjects:
linear support vector machine
k-means clustering
PTSD
EEG
Online Access:https://www.mdpi.com/2624-6120/5/3/27

Internet

https://www.mdpi.com/2624-6120/5/3/27

Similar Items