Publications (568) JUAN MANUEL GÓRRIZ SÁEZ publications

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2026

  1. Improved Alzheimer's disease diagnosis using multimodal sparse similarity feature selection and auxiliary data

    Biomedical Signal Processing and Control, Vol. 112

2025

  1. AI and IoT for CT-Based COVID-19 Diagnosis

    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST

  2. Explainable Inter-Modality Medical Information Transfer Using Siamese Autoencoders

    IEEE Transactions on Radiation and Plasma Medical Sciences

  3. 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

  4. Image-based AI tools in peripheral nerves assessment: Current status and integration strategies − A narrative review

    European Journal of Radiology, Vol. 190

  5. InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution

    Knowledge-Based Systems, Vol. 310

  6. Role of Large Language Models for Suggesting Nerve Involvement in Upper Limbs MRI Reports with Muscle Denervation Signs

    Clinical Neuroradiology

  7. Skin cancer segmentation and recognition from dermoscopy images: a novel framework based on improved DeepLabV3+ and network-level fused deep architectures

    Journal of Advanced Research

  8. Smart-City Spatiotemporal Data-Driven Trajectory Prediction for Autonomous Vehicles via Attention Mechanisms and Self-Supervised Learning

    IEEE Transactions on Consumer Electronics

  9. Statistical agnostic regression: A machine learning method to validate regression models

    Journal of Advanced Research

2024

  1. 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)

  2. 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)

  3. 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)

  4. 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

  5. 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

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

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

  7. Assessing the Use of Transfer Learning in Neural Networks Used to Assist in the Diagnosis of Alzheimer’s Disease

    2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD)

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

    Computational Intelligence, Vol. 40, Núm. 3