[HTML][HTML] Decoding cognition in neurodevelopmental, psychiatric and neurological conditions with multivariate pattern analysis of EEG data
Multivariate pattern analysis (MVPA) of electroencephalographic (EEG) data represents a
revolutionary approach to investigate how the brain encodes information. By considering …
revolutionary approach to investigate how the brain encodes information. By considering …
Exploring the Effectiveness of Machine Learning and Deep Learning Techniques for EEG Signal Classification in Neurological Disorders
S Khalfallah, W Peuch, M Tlija, K Bouallegue - IEEE Access, 2025 - ieeexplore.ieee.org
Neurological disorders are among the leading causes of both physical and cognitive
disabilities worldwide, affecting approximately 15% of the global population. This study …
disabilities worldwide, affecting approximately 15% of the global population. This study …
[图书][B] Autism EEG Signal Processing, Feature Extraction, and Deep Learning
NL Melinda, E Purwanto, Y Muliyadi - 2024 - books.google.com
This book is a reference book for several studies related to the themes of EEG Signal
Processing, Feature Extraction, and Deep Learning. This research was carried out …
Processing, Feature Extraction, and Deep Learning. This research was carried out …
AUTISTIC CHILDREN CLASSIFICATION WITH EFFICIENT CHANNEL SELECTION OF EEG SIGNALS BY VISIBILITY GRAPHS
S Akbari, M Rajabioun - Biomedical Engineering: Applications …, 2024 - World Scientific
Autism Spectrum Disorder (ASD) is presented with significant challenges in diagnosis and
intervention due to its multifaceted nature, varied symptomatology, and the high cost and …
intervention due to its multifaceted nature, varied symptomatology, and the high cost and …
Classification of ECG Signals using Decision Trees and Linear Discriminant Analysis
A Turnip, D Hidayat, JG Hamonangan… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The heart's crucial function necessitates practical detection tools like Electrocardiograph
(ECG) for recording its electrical activity, aiding in understanding heart muscle contractions …
(ECG) for recording its electrical activity, aiding in understanding heart muscle contractions …
Classification of autism features in electroencephalography recordings using random forest method
Abstract Autism Spectrum Disorder (ASD) is a developmental disorder that significantly
impacts communication, social interaction, and behavior in children, often leading to …
impacts communication, social interaction, and behavior in children, often leading to …