[HTML][HTML] Brain–computer interfaces: the innovative key to unlocking neurological conditions

H Zhang, L Jiao, S Yang, H Li, X Jiang… - … Journal of Surgery, 2024 - journals.lww.com
Neurological disorders such as Parkinson's disease, stroke, and spinal cord injury can pose
significant threats to human mortality, morbidity, and functional independence. Brain …

Brain-computer Interaction in the Smart Era

Z Yan, P Liu, H Zhou, J Zhang, S Liu, Y Xie… - Current Medical …, 2024 - Springer
The brain-computer interface (BCI) system serves as a critical link between external output
devices and the human brain. A monitored object's mental state, sensory cognition, and …

A lightweight convolutional transformer neural network for EEG-based depression recognition

P Hou, X Li, J Zhu, B Hu - Biomedical Signal Processing and Control, 2025 - Elsevier
Depression is a serious mental health condition affecting hundreds of millions of people
worldwide. Electroencephalogram (EEG) is a spontaneous and rhythmic physiological …

EEG-Based Depression Recognition Using Convolutional Neural Network with FFT and EMD

J Zhu, X Li, P Hou, B Hu, X Zhang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Deep learning methods have been widely adopted in the field of computer-aided EEG
diagnosis, one of the major topics to be investigated is the input format of EEG data. Related …

EEG-Based Depression Classification and Brain Region Analysis Using a Hybrid of NeuCube and Dictionary Learning Framework

F Alenizi, B Bouallegue, A Sam, R Boostani - Authorea Preprints, 2024 - techrxiv.org
The Study of depression and its effects on the brain is essential since this common mental
health disorder affects millions. In addition to disturbing emotional and cognitive processes …

Neuropočítačové metody pro detekci depresivní poruchy

K Cheng - 2023 - dspace.cvut.cz
Detekce velké depresitvní poruchy (MDD) těžila z pokročilých neuro-výpočetní metody a
tradiční techniky strojového učení. Kromě toho nová technologické nástroje se snaží zmírnit …

Neuropočítačové Metody pro Detekci Depresivní Poruchy Detekce a Psychoterapeutická Pomůcka

C Kang - 2023 - search.proquest.com
Abstract The detection of Major Depressive Disorder (MDD) has benefited from advanced
neurocomputing methods and traditional machine learning techniques. In ddition, new …