Automatic diagnosis of schizophrenia in EEG signals using functional connectivity features and CNN-LSTM model
A Shoeibi, M Rezaei, N Ghassemi… - … work-conference on the …, 2022 - Springer
Schizophrenia (SZ) is a mental disorder that threatens the health of many people around the
world. People with schizophrenia always suffer from symptoms that include hallucinations …
world. People with schizophrenia always suffer from symptoms that include hallucinations …
[HTML][HTML] Automatic diagnosis of schizophrenia in EEG signals using CNN-LSTM models
A Shoeibi, D Sadeghi, P Moridian… - Frontiers in …, 2021 - frontiersin.org
Schizophrenia (SZ) is a mental disorder whereby due to the secretion of specific chemicals
in the brain, the function of some brain regions is out of balance, leading to the lack of …
in the brain, the function of some brain regions is out of balance, leading to the lack of …
A deep learning based model using RNN-LSTM for the Detection of Schizophrenia from EEG data
R Supakar, P Satvaya, P Chakrabarti - Computers in Biology and Medicine, 2022 - Elsevier
Normal life can be ensured for schizophrenic patients if diagnosed early.
Electroencephalogram (EEG) carries information about the brain network connectivity which …
Electroencephalogram (EEG) carries information about the brain network connectivity which …
[HTML][HTML] Deep convolutional neural network model for automated diagnosis of schizophrenia using EEG signals
A computerized detection system for the diagnosis of Schizophrenia (SZ) using a
convolutional neural system is described in this study. Schizophrenia is an anomaly in the …
convolutional neural system is described in this study. Schizophrenia is an anomaly in the …
Automatic identification of schizophrenia based on EEG signals using dynamic functional connectivity analysis and 3D convolutional neural network
M Shen, P Wen, B Song, Y Li - Computers in Biology and Medicine, 2023 - Elsevier
Schizophrenia (ScZ) is a devastating mental disorder of the human brain that causes a
serious impact of emotional inclinations, quality of personal and social life and healthcare …
serious impact of emotional inclinations, quality of personal and social life and healthcare …
Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal
Detection of mental disorders such as schizophrenia (SZ) through investigating brain
activities recorded via Electroencephalogram (EEG) signals is a promising field in …
activities recorded via Electroencephalogram (EEG) signals is a promising field in …
1D-convolutional neural network approach and feature extraction methods for automatic detection of schizophrenia
H Göker - Signal, Image and Video Processing, 2023 - Springer
Schizophrenia is a complex psychiatric disorder characterized by delusions, hallucinations,
disorganized speech, mood disturbances, and abnormal behavior. Early diagnosis of …
disorganized speech, mood disturbances, and abnormal behavior. Early diagnosis of …
[HTML][HTML] Exploring deep residual network based features for automatic schizophrenia detection from EEG
Schizophrenia is a severe mental illness which can cause lifelong disability. Most recent
studies on the Electroencephalogram (EEG)-based diagnosis of schizophrenia rely on …
studies on the Electroencephalogram (EEG)-based diagnosis of schizophrenia rely on …
Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals
Schizophrenia (SZ) is a severe disorder of the human brain which disturbs behavioral
characteristics such as interruption in thinking, memory, perception, speech and other living …
characteristics such as interruption in thinking, memory, perception, speech and other living …
Fusion of multivariate EEG signals for schizophrenia detection using CNN and machine learning techniques
Schizophrenia is a severe mental disorder that has adverse effects on the behavior of an
individual such as disorganized speech and delusions. Electroencephalography (EEG) …
individual such as disorganized speech and delusions. Electroencephalography (EEG) …
相关搜索
- eeg signals cnn lstm
- automatic diagnosis cnn lstm
- eeg signals automatic diagnosis
- connectivity features cnn lstm
- eeg signals connectivity features
- automatic diagnosis connectivity features
- eeg signals schizophrenia detection
- eeg signals machine learning
- automatic detection feature extraction
- connectivity analysis automatic identification
- eeg signals connectivity analysis
- eeg signals automatic identification
- eeg signals automated detection