A pyramidal spatial-based feature attention network for schizophrenia detection using electroencephalography signals

M Karnati, G Sahu, A Gupta, A Seal… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… In this study, electroencephalography (EEG) signals, a non-… a pyramidal spatial-based feature
attention network (PSFAN). … extract multiscale deep features in a pyramidal fashion from 2-…

SZ-RAN: A Residual Attention Network for Early Detection of Schizophrenia using EEG Signals

S Singh, S Singh, G Sahu, J Jadon… - 2023 9th International …, 2023 - ieeexplore.ieee.org
… “Detection of schizophrenia using hybrid of deep learning and brain effective connectivity
image from electroencephalogram signal”. In: Computers in Biology and Medicine 146 (2022), …

Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model

A Shoeibi, M Jafari, D Sadeghi, R Alizadehsani… - … Work-Conference on …, 2024 - Springer
Electroencephalography (EEG) recordings have become a critical tool for clinicians and …
AI) for early detection. This study introduces a novel approach for SZ detection from EEG signals …

Attention-based Transfer Learning Approach using Spatial Pyramid Pooling for Diagnosis of Polycystic Ovary Syndrome

G Sahu, M Karnati, AS Rajput… - 2023 9th …, 2023 - ieeexplore.ieee.org
… A pyramidal spatial-based feature attention network for schizophrenia detection using
electroencephalography signals. IEEE Transactions on Cognitive and Developmental Systems, …

Small Object Detection Based on Microscale Perception and Enhancement-Location Feature Pyramid

G Han, C Guo, Z Li, H Zhao - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
… A Pyramidal Spatial-based Feature Attention Network for Schizophrenia Detection using
Electroencephalography Signals[J]. IEEE Transactions on Cognitive and Developmental …

[引用][C] … . Zhu, MCF Tong, SC Mukhopadhyay, G. Li, and S. Chen 877 LDCNet: A Lightweight Multiscale Convolutional Neural Network Using Local Dense Connectivity …

X Jin - ieeexplore.ieee.org
… for Schizophrenia Detection Using Electroencephalography … Visual Privacy-Preserving
Coding for Video Intelligence Applications: A Compressed Sensing Mechanism via Bee-Eye …

An Intelligent Schizophrenia Detection based on the Fusion of Multivariate Electroencephalography Signals

EM Aldaz, RA Berrezueta, NH Bandera - Full Length Article, 2023 - americaspg.com
… to schizophrenia detection based on the fusion of multivariate electroencephalography (EEG…
to discern subtle patterns indicative of schizophrenia. To evaluate the effectiveness of our …

Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI

J Mirakhorli - arXiv preprint arXiv:2201.08747, 2022 - arxiv.org
… analyze simultaneously acquired electroencephalography and … pool of cortical neurons, in
particular of pyramidal cells. There is a … In fact, spatial based GCNs define a graph convolution …

Automatic Diagnosis of Mental Disorders

S Al-gawwam - 2021 - etheses.whiterose.ac.uk
… detection of AUs form sequence or spatial-based data [47] [48]. … the highest level of an image
pyramid. Then, the flow vectors … mated depression and Schizophrenia recognition, SVM has …

Examining how attention and prediction modulate visual perception: A predictive coding view

K Baker - 2022 - eprints.qut.edu.au
… of attention and stimuli involved. This thesis investigated specific models of the relationship
between attention and prediction using electroencephalography (… such as schizophrenia and …