SIPBA
SIGNAL PROCESSING AND BIOMEDICAL APPLICATIONS
Publications (566) Publications in which a researcher has participated
2025
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Deviant sound frequency and time stimuli in auditory oddball tasks reveal persistent aberrant brain activity in patients with psychosis and symptomatic remission
Journal of Psychiatric Research, Vol. 182, pp. 400-412
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Exploratory analysis of the proteomic profile in plasma in adults with Down syndrome in the context of Alzheimer's disease
Alzheimer's and Dementia, Vol. 21, Núm. 3
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High-speed videomicroscopy and magnetorheology under triaxial unsteady magnetic fields
Physical Review E, Vol. 111, Núm. 2
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InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution
Knowledge-Based Systems, Vol. 310
2024
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2D and 3D segmentation of organs using artificial intelligence
Advances in Artificial Intelligence: Biomedical Engineering Applications in Signals and Imaging (Elsevier), pp. 437-490
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A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson’s Disease
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 6, pp. 1347-1360
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Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions
Expert Systems with Applications, Vol. 255
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Artificial Intelligence in Eye Movements Analysis for Alzheimer’s Disease Early Diagnosis
Current Alzheimer Research, Vol. 21, Núm. 3, pp. 155-165
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Automated detection and forecasting of COVID-19 using deep learning techniques: A review
Neurocomputing
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Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning
International Journal of Neural Systems, Vol. 34, Núm. 8
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CSF proteomics identifies early changes in autosomal dominant Alzheimer's disease
Cell, Vol. 187, Núm. 22, pp. 6309-6326.e15
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Deep learning for personalized health monitoring and prediction: A review
Computational Intelligence, Vol. 40, Núm. 3
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Deep learning in crowd counting: A survey
CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 5, pp. 1043-1077
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Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform for Dyslexic Learners
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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ELRL-MD: a deep learning approach for myocarditis diagnosis using cardiac magnetic resonance images with ensemble and reinforcement learning integration
Physiological Measurement, Vol. 45, Núm. 5