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Improved Alzheimer’s disease diagnosis using multimodal sparse similarity feature selection and auxiliary data
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Biomedical Signal Processing and Control
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Elazab, Ahmed and Wang, Hanyu and Wang, Changmiao and Zhang, Yudong and Gorriz, Juan M. and Cai, Jiayue and Chang, Chunqi
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2026
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Statistical agnostic regression: A machine learning method to validate regression models
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Journal of Advanced Research
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Gorriz, J.M. and Ramirez, J. and Segovia, F. and Jimenez-Mesa, C. and Martinez-Murcia, F.J. and Suckling, J.
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2025
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Skin cancer segmentation and recognition from dermoscopy images: a novel framework based on improved DeepLabV3+ and network-level fused deep architectures
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Journal of Advanced Research
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Arshad, Mehak and Khan, Muhammad Attique and Górriz, Juan Manuel and Baili, Jamel and AlHammadi, Dina Abdulaziz and Kim, Chomyong and Nam, Yunyoung
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2025
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Exploratory analysis of the proteomic profile in plasma in adults with Down syndrome in the context of Alzheimer’s disease
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Alzheimer’s and Dementia
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Wagemann, Olivia and Nübling, Georg and Martínez-Murcia, Francisco Jesús and Wlasich, Elisabeth and Loosli, Sandra V. and Sandkühler, Katja and Stockbauer, Anna and Prix, Catharina and Katzdobler, Sabrina and Petrera, Agnese and Hauck, Stefanie M. and Fortea, Juan and Romero-Zaliz, Rocío and Jiménez-Mesa, Carmen and Górriz Sáez, Juan M. and Höglinger, Günter and Levin, Johannes
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2025
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Smart-City Spatiotemporal Data-Driven Trajectory Prediction for Autonomous Vehicles via Attention Mechanisms and Self-Supervised Learning
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IEEE Transactions on Consumer Electronics
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Song, Ziyu and Ding, Haitao and Jamel, Leila and Yang, Jing and Khan, Muhammad Attique and Gorriz, Juan M. and Baili, Jamel and Por, Lip Yee
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2025
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Bridging Imaging and Clinical Scores in Parkinson’s Progression Via Multimodal Self-Supervised Deep Learning
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International Journal of Neural Systems
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Francisco J. Martinez-Murcia, Juan Eloy Arco, Carmen Jimenez-Mesa, Fermin Segovia, Ignacio A. Illan, Javier Ramirez, Juan Manuel Gorriz
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2024
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Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty
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IEEE Transactions on Systems, Man, and Cybernetics: Systems
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Namadchian, Zahra and Shoeibi, Afshin and Zare, Assef and Gorriz, Juan M. and Lam, Hak-Keung and Ling, Sai Ho
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2024
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What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors
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Information Systems Frontiers
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Roshanzamir, Mohamad and Jafari, Mahboobeh and Alizadehsani, Roohallah and Roshanzamir, Mahdi and Shoeibi, Afshin and Gorriz, Juan M. and Khosravi, Abbas and Nahavandi, Saeid and Acharya, U. Rajendra
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2024
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Multi-graph Networks with Graph Pooling for COVID-19 Diagnosis
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Journal of Bionic Engineering
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Tang, Chaosheng and Xu, Wenle and Sun, Junding and Wang, Shuihua and Zhang, Yudong and Górriz, Juan Manuel
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2024
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Deep learning in food category recognition
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Information Fusion
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Zhang, Yudong and Deng, Lijia and Zhu, Hengde and Wang, Wei and Ren, Zeyu and Zhou, Qinghua and Lu, Siyuan and Sun, Shiting and Zhu, Ziquan and Gorriz, Juan Manuel and Wang, Shuihua
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2023
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Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern
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International Journal of Neural Systems
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Jiménez-Mesa, Carmen and Arco, Juan E. and Valentí-Soler, Meritxell and Frades-Payo, Belén and Zea-Sevilla, María A. and Ortiz, Andrés and Ávila-Villanueva, Marina and Castillo-Barnes, Diego and Ramírez, Javier and Del Ser-Quijano, Teodoro and Carnero-Pardo, Cristóbal and Górriz, Juan M.
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2023
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Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification
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IEEE Transactions on Emerging Topics in Computational Intelligence
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Arco, Juan E. and Ortiz, Andres and Ramirez, Javier and Martinez-Murcia, Francisco J. and Zhang, Yu-Dong and Broncano, Jordi and Alvaro Berbis, M. and Royuela-Del-Val, Javier and Luna, Antonio and Gorriz, Juan M.
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2023
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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
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Cognitive Neurodynamics
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Shoeibi, Afshin and Ghassemi, Navid and Khodatars, Marjane and Moridian, Parisa and Khosravi, Abbas and Zare, Assef and Gorriz, Juan M. and Chale-Chale, Amir Hossein and Khadem, Ali and Rajendra Acharya, U.
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2023
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Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer’s disease progression
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Applied Soft Computing
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Arco, Juan E. and Ortiz, Andrés and Castillo-Barnes, Diego and Górriz, Juan M. and Ramírez, Javier
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2023
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A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems
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International Journal of Neural Systems
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Ahmadi-Dastgerdi, Nazanin and Hosseini-Nejad, Hossein and Amiri, Hadi and Shoeibi, Afshin and Gorriz, Juan Manuel
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2022
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A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling
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IEEE Sensors Journal
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Zhang, Yudong and Satapathy, Suresh Chandra and Zhu, Li-Yao and Górriz, Juan Manuel and Wang, Shuihua
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2022
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