标题
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models
作者
关键词
-
出版物
Frontiers in Neuroinformatics
Volume 15, Issue -, Pages -
出版商
Frontiers Media SA
发表日期
2021-12-01
DOI
10.3389/fninf.2021.777977
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
- (2021) Weizheng Yan et al. SCHIZOPHRENIA RESEARCH
- A hybrid deep neural network for classification of schizophrenia using EEG Data
- (2021) Jie Sun et al. Scientific Reports
- Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)
- (2021) Roohallah Alizadehsani et al. ANNALS OF OPERATIONS RESEARCH
- DepHNN: A novel hybrid neural network for electroencephalogram (EEG)-based screening of depression
- (2021) Geetanjali Sharma et al. Biomedical Signal Processing and Control
- Deep learning based automatic diagnosis of first-episode psychosis, bipolar disorder and healthy controls
- (2021) Zhuangzhuang Li et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Automated ASD detection using hybrid deep lightweight features extracted from EEG signals
- (2021) Mehmet Baygin et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Structural and diffusion MRI based schizophrenia classification using 2D pretrained and 3D naive Convolutional Neural Networks
- (2021) Mengjiao Hu et al. SCHIZOPHRENIA RESEARCH
- Epileptic Seizures Detection Using Deep Learning Techniques: A Review
- (2021) Afshin Shoeibi et al. International Journal of Environmental Research and Public Health
- Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review
- (2021) Marjane Khodatars et al. COMPUTERS IN BIOLOGY AND MEDICINE
- A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model
- (2021) J.M. Gorriz et al. IEEE Journal of Biomedical and Health Informatics
- Autism Spectrum Disorder Diagnostic System Using HOS Bispectrum with EEG Signals
- (2020) The-Hanh Pham et al. International Journal of Environmental Research and Public Health
- Identifying Schizophrenia Using Structural MRI With a Deep Learning Algorithm
- (2020) Jihoon Oh et al. Frontiers in Psychiatry
- Diagnosis of schizophrenia from R-fMRI data using Ripplet transform and OLPP
- (2020) Shadi Sartipi et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Application of Support Vector Machine on fMRI Data as Biomarkers in Schizophrenia Diagnosis: A Systematic Review
- (2020) Luca Steardo et al. Frontiers in Psychiatry
- Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
- (2020) Juan M. Górriz et al. NEUROCOMPUTING
- A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals
- (2020) Afshin Shoeibi et al. EXPERT SYSTEMS WITH APPLICATIONS
- Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses
- (2020) David Ahmedt-Aristizabal et al. IEEE Journal of Biomedical and Health Informatics
- Differentiation of Schizophrenia by Combining the Spatial EEG Brain Network Patterns of Rest and Task P300
- (2019) Fali Li et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- DeepLOB: Deep Convolutional Neural Networks for Limit Order Books
- (2019) Zihao Zhang et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- 3D-CNN based discrimination of schizophrenia using resting-state fMRI
- (2019) Muhammad Naveed Iqbal Qureshi et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- Automated detection of schizophrenia using nonlinear signal processing methods
- (2019) V. Jahmunah et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- A Primer on Deep Learning Architectures and Applications in Speech Processing
- (2019) Tokunbo Ogunfunmi et al. CIRCUITS SYSTEMS AND SIGNAL PROCESSING
- EEG correlates of face recognition in patients with schizophrenia spectrum disorders: A systematic review
- (2019) Alexey A. Murashko et al. CLINICAL NEUROPHYSIOLOGY
- EEG Classification During Scene Free-Viewing for Schizophrenia Detection
- (2019) Christ Devia et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Deep Convolutional Neural Network Model for Automated Diagnosis of Schizophrenia Using EEG Signals
- (2019) Shu Lih Oh et al. Applied Sciences-Basel
- A deep learning framework for identifying children with ADHD using an EEG-based brain network
- (2019) He Chen et al. NEUROCOMPUTING
- Time-Frequency Domain Deep Convolutional Neural Network for the Classification of Focal and Non-Focal EEG Signals
- (2019) Srirangan Madhavan et al. IEEE SENSORS JOURNAL
- Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders
- (2019) Francisco J. Martinez-Murcia et al. IEEE Journal of Biomedical and Health Informatics
- A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns
- (2019) Chun-Ren Phang et al. IEEE Journal of Biomedical and Health Informatics
- Diagnostic value of structural and diffusion imaging measures in schizophrenia
- (2018) Jungsun Lee et al. NeuroImage-Clinical
- Classification of Bipolar Disorder and Schizophrenia Using Steady-State Visual Evoked Potential Based Features
- (2018) Fatemeh Alimardani et al. IEEE Access
- Graph-based analysis of brain connectivity in schizophrenia
- (2017) Elzbieta Olejarczyk et al. PLoS One
- EEG Sleep Stages Classification Based on Time Domain Features and Structural Graph Similarity
- (2016) Mohammed Diykh et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Machine-learning-based diagnosis of schizophrenia using combined sensor-level and source-level EEG features
- (2016) Miseon Shim et al. SCHIZOPHRENIA RESEARCH
- Detection of epileptiform activity in EEG signals based on time-frequency and non-linear analysis
- (2015) Dragoljub Gajic et al. Frontiers in Computational Neuroscience
- Single-Trial EEG Classification Using Logistic Regression Based on Ensemble Synchronization
- (2014) Pradeep D. Prasad et al. IEEE Journal of Biomedical and Health Informatics
- Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA
- (2013) Jing Sui et al. Frontiers in Human Neuroscience
- Lempel–Ziv complexity in schizophrenia: A MEG study
- (2011) Alberto Fernández et al. CLINICAL NEUROPHYSIOLOGY
- Schizophrenia as a disorder of disconnectivity
- (2011) Andrea Schmitt et al. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE
- AUTOMATIC IDENTIFICATION OF EPILEPTIC AND BACKGROUND EEG SIGNALS USING FREQUENCY DOMAIN PARAMETERS
- (2010) OLIVER FAUST et al. International Journal of Neural Systems
- The status of spectral EEG abnormality as a diagnostic test for schizophrenia
- (2007) Nash N. Boutros et al. SCHIZOPHRENIA RESEARCH
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started