Automated ASD detection using hybrid deep lightweight features extracted from EEG signals
出版年份 2021 全文链接
标题
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals
作者
关键词
Hybrid lightweight deep feature generator, 1D_LBP-STFT, ReliefF, Autism classification, Transfer learning
出版物
COMPUTERS IN BIOLOGY AND MEDICINE
Volume 134, Issue -, Pages 104548
出版商
Elsevier BV
发表日期
2021-06-10
DOI
10.1016/j.compbiomed.2021.104548
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。- Detection of Early Warning Signs in Autism Spectrum Disorders: A Systematic Review
- (2021) José María Salgado-Cacho et al. Children-Basel
- Social cognition and functional brain network in autism spectrum disorder: Insights from EEG graph-theoretic measures
- (2021) Tanu Wadhera et al. Biomedical Signal Processing and Control
- EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks:A review
- (2021) Sana Yasin et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A robust method for early diagnosis of autism spectrum disorder from EEG signals based on feature selection and DBSCAN method
- (2020) Donya Abdolzadegan et al. Biocybernetics and Biomedical Engineering
- 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
- A new COVID-19 Patients Detection Strategy (CPDS) based on hybrid feature selection and enhanced KNN classifier
- (2020) Warda M. Shaban et al. KNOWLEDGE-BASED SYSTEMS
- Decision tree classification: Ranking journals using IGIDI
- (2019) Muhammad Shaheen et al. JOURNAL OF INFORMATION SCIENCE
- Automated identification for autism severity level: EEG analysis using empirical mode decomposition and second order difference plot
- (2019) Hikmat Hadoush et al. BEHAVIOURAL BRAIN RESEARCH
- Diagnosis of autism spectrum disorder based on complex network features
- (2019) Ghasem Sadeghi Bajestani et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Logistic Regression for Machine Learning in Process Tomography
- (2019) Tomasz Rymarczyk et al. SENSORS
- Genetic Causes and Modifiers of Autism Spectrum Disorder
- (2019) Lauren Rylaarsdam et al. Frontiers in Cellular Neuroscience
- Characterizing autism spectrum disorder by deep learning spontaneous brain activity from functional near-infrared spectroscopy
- (2019) Lingyu Xu et al. JOURNAL OF NEUROSCIENCE METHODS
- Electroencephalography (EEG) signal processing for epilepsy and autism spectrum disorder diagnosis
- (2018) Sutrisno Ibrahim et al. Biocybernetics and Biomedical Engineering
- Recurrence quantification analysis of resting state EEG signals in autism spectrum disorder – a systematic methodological exploration of technical and demographic confounders in the search for biomarkers
- (2018) T. Heunis et al. BMC Medicine
- Deep learning for healthcare applications based on physiological signals: A review
- (2018) Oliver Faust et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- EEG-based multi-feature fusion assessment for autism
- (2018) Jiannan Kang et al. JOURNAL OF CLINICAL NEUROSCIENCE
- EEG Analytics for Early Detection of Autism Spectrum Disorder: A data-driven approach
- (2018) William J. Bosl et al. Scientific Reports
- Feature selection using particle swarm optimization-based logistic regression model
- (2018) Omar Saber Qasim et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Brain Network Analysis of Compressive Sensed High-Density EEG signals in AD and MCI subjects
- (2018) Nadia Mammone et al. IEEE Transactions on Industrial Informatics
- A generalized mean distance-based k-nearest neighbor classifier
- (2018) Jianping Gou et al. EXPERT SYSTEMS WITH APPLICATIONS
- Artificial intelligence, machine learning and health systems
- (2018) Trishan Panch et al. Journal of Global Health
- Brain computer interface: control signals review
- (2017) Rabie A. Ramadan et al. NEUROCOMPUTING
- Candidate Biomarkers in Children with Autism Spectrum Disorder: A Review of MRI Studies
- (2017) Dongyun Li et al. Neuroscience Bulletin
- Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors
- (2017) Raja Majid Mehmood et al. IEEE Access
- Comparison of decision tree algorithms for EMG signal classification using DWT
- (2015) Ercan Gokgoz et al. Biomedical Signal Processing and Control
- Clinical characteristics of children and young adults with co-occurring autism spectrum disorder and epilepsy
- (2015) Christelle M. El Achkar et al. EPILEPSY & BEHAVIOR
- Interictal epileptiform activity and autism
- (2015) Georges A. Ghacibeh et al. EPILEPSY & BEHAVIOR
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Early Identification of Autism Spectrum Disorder: Recommendations for Practice and Research
- (2015) L. Zwaigenbaum et al. PEDIATRICS
- Classification of autism spectrum disorder using supervised learning of brain connectivity measures extracted from synchrostates
- (2014) Wasifa Jamal et al. Journal of Neural Engineering
- Automated diagnosis of autism: in search of a mathematical marker
- (2014) Shreya Bhat et al. REVIEWS IN THE NEUROSCIENCES
- Autism: cause factors, early diagnosis and therapies
- (2014) Shreya Bhat et al. REVIEWS IN THE NEUROSCIENCES
- Autism
- (2013) Meng-Chuan Lai et al. LANCET
- Fuzzy Synchronization Likelihood-wavelet methodology for diagnosis of autism spectrum disorder
- (2012) Mehran Ahmadlou et al. JOURNAL OF NEUROSCIENCE METHODS
- EEG complexity as a biomarker for autism spectrum disorder risk
- (2011) William Bosl et al. BMC Medicine
- Detection of Abnormalities for Diagnosing of Children with Autism Disorders Using of Quantitative Electroencephalography Analysis
- (2010) Ali Sheikhani et al. JOURNAL OF MEDICAL SYSTEMS
- Imaging in rheumatoid arthritis – status and recent advances for magnetic resonance imaging, ultrasonography, computed tomography and conventional radiography
- (2008) Mikkel Østergaard et al. BEST PRACTICE & RESEARCH IN CLINICAL RHEUMATOLOGY
- Computed tomography before transfer to a level I pediatric trauma center risks duplication with associated increased radiation exposure
- (2008) Walter J. Chwals et al. JOURNAL OF PEDIATRIC SURGERY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk 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