GRUPO DE INVESTIGACIÓN EN SEÑALES, TELEMÁTICA Y COMUNICACIONES
PSC
Deakin University
Geelong, AustraliaPublicaciones en colaboración con investigadores/as de Deakin University (20)
2024
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A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
CAAI Transactions on Intelligence Technology
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Automated detection and forecasting of COVID-19 using deep learning techniques: A review
Neurocomputing
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GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation
CAAI Transactions on Intelligence Technology
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Hypertrophic Cardiomyopathy Diagnosis Using Deep Learning Techniques
Human-centric Computing and Information Sciences, Vol. 14, pp. 1-21
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Using Data Mining Techniques to Analyze Facial Expression Motion Vectors
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors
Information Systems Frontiers
2023
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Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review
Computers in Biology and Medicine, Vol. 160
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Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression
Cognitive Neurodynamics, Vol. 17, Núm. 6, pp. 1501-1523
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Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review
Information Fusion
2022
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An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works
Computers in Biology and Medicine, Vol. 146
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An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works
Computers in Biology and Medicine, Vol. 149
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Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review
Frontiers in Molecular Neuroscience, Vol. 15
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Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies
Biomedical Signal Processing and Control, Vol. 73
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Editorial: Intelligent Recognition and Detection in Neuroimaging
Frontiers in Neuroscience
2021
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Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review
Computers in Biology and Medicine, Vol. 136
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Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models
Frontiers in Neuroinformatics, Vol. 15
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Combining a convolutional neural network with autoencoders to predict the survival chance of COVID-19 patients
Scientific Reports, Vol. 11, Núm. 1
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Medical images encryption based on adaptive-robust multi-mode synchronization of chen hyper-chaotic systems
Sensors, Vol. 21, Núm. 11
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Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods
Results in Physics, Vol. 27
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Uncertainty-aware semi-supervised method using large unlabeled and limited labeled COVID-19 data
ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 17, Núm. 3s