Publications (566) Publications in which a researcher has participated

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2024

  1. 2D and 3D segmentation of organs using artificial intelligence

    Advances in Artificial Intelligence: Biomedical Engineering Applications in Signals and Imaging (Elsevier), pp. 437-490

  2. 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)

  3. 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)

  4. 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)

  5. 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

  6. 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

  7. Artificial Intelligence in Eye Movements Analysis for Alzheimer’s Disease Early Diagnosis

    Current Alzheimer Research, Vol. 21, Núm. 3, pp. 155-165

  8. Automated detection and forecasting of COVID-19 using deep learning techniques: A review

    Neurocomputing

  9. Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning

    International Journal of Neural Systems, Vol. 34, Núm. 8

  10. CSF proteomics identifies early changes in autosomal dominant Alzheimer's disease

    Cell, Vol. 187, Núm. 22, pp. 6309-6326.e15

  11. Deep learning for personalized health monitoring and prediction: A review

    Computational Intelligence, Vol. 40, Núm. 3

  12. Deep learning in crowd counting: A survey

    CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 5, pp. 1043-1077

  13. 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)

  14. 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)

  15. 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)

  16. 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