Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002–2023

M Jafari, D Sadeghi, A Shoeibi, H Alinejad-Rokny… - Applied …, 2024 - Springer
Schizophrenia (SZ) is a prevalent mental disorder characterized by cognitive, emotional,
and behavioral changes. Symptoms of SZ include hallucinations, illusions, delusions, lack of …

Automated Schizophrenia detection using local descriptors with EEG signals

TS Kumar, KN Rajesh, S Maheswari… - … Applications of Artificial …, 2023 - Elsevier
Schizophrenia (SZ) is a severe mental disorder characterized by behavioral imbalance and
impaired cognitive ability. This paper proposes a local descriptors-based automated …

[HTML][HTML] A systematic review of EEG based automated schizophrenia classification through machine learning and deep learning

J Rahul, D Sharma, LD Sharma, U Nanda… - Frontiers in Human …, 2024 - frontiersin.org
The electroencephalogram (EEG) serves as an essential tool in exploring brain activity and
holds particular importance in the field of mental health research. This review paper …

Novel entropy difference-based EEG channel selection technique for automated detection of ADHD

S Maheshwari, KN Rajesh, V Kanhangad… - arXiv preprint arXiv …, 2024 - arxiv.org
Attention deficit hyperactivity disorder (ADHD) is one of the common neurodevelopmental
disorders in children. This paper presents an automated approach for ADHD detection using …

An Overview of Recent Approaches in Brain–Computer Interface Systems Using Electroencephalography

S Maheswari, KN Rajesh, U Desai… - Human-Machine …, 2023 - taylorfrancis.com
This chapter provides essential information about electroencephalography (EEG) signal
analysis for the brain–computer interface (BCI). The BCI translates the brain activity signals …

Research on recognition method of adolescent schizophrenia based on EEG feature fusion

X Lian, Z Wang, M Cai, C Gao… - … on Complex Medical …, 2023 - ieeexplore.ieee.org
Schizophrenia is a common mental illness, and adolescent schizophrenia has a higher
recurrence rate and disability rate than adult schizophrenia. In order to improve the …