Publications

Journal Articles

Year Authors Title Journal Metrics
2026 Elazab, Ahmed and Wang, Hanyu and Wang, Changmiao and Zhang, Yudong and Gorriz, Juan M. and Cai, Jiayue and Chang, Chunqi Improved Alzheimer’s disease diagnosis using multimodal sparse similarity feature selection and auxiliary data Biomedical Signal Processing and Control 10.1016/j.bspc.2025.108485
2025 Gorriz, J.M. and Ramirez, J. and Segovia, F. and Jimenez-Mesa, C. and Martinez-Murcia, F.J. and Suckling, J. Statistical agnostic regression: A machine learning method to validate regression models Journal of Advanced Research 10.1016/j.jare.2025.04.026
2025 Arshad, Mehak and Khan, Muhammad Attique and Górriz, Juan Manuel and Baili, Jamel and AlHammadi, Dina Abdulaziz and Kim, Chomyong and Nam, Yunyoung 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 10.1016/j.jare.2025.08.039
2025 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 Exploratory analysis of the proteomic profile in plasma in adults with Down syndrome in the context of Alzheimer’s disease Alzheimer’s and Dementia 10.1002/alz.70040
2025 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 Smart-City Spatiotemporal Data-Driven Trajectory Prediction for Autonomous Vehicles via Attention Mechanisms and Self-Supervised Learning IEEE Transactions on Consumer Electronics 10.1109/TCE.2025.3603330
2024 Francisco J. Martinez-Murcia, Juan Eloy Arco, Carmen Jimenez-Mesa, Fermin Segovia, Ignacio A. Illan, Javier Ramirez, Juan Manuel Gorriz Bridging Imaging and Clinical Scores in Parkinson’s Progression Via Multimodal Self-Supervised Deep Learning International Journal of Neural Systems  
2024 Namadchian, Zahra and Shoeibi, Afshin and Zare, Assef and Gorriz, Juan M. and Lam, Hak-Keung and Ling, Sai Ho Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty IEEE Transactions on Systems, Man, and Cybernetics: Systems 10.1109/TSMC.2023.3330389
2024 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 What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors Information Systems Frontiers 10.1007/s10796-023-10466-7
2024 Tang, Chaosheng and Xu, Wenle and Sun, Junding and Wang, Shuihua and Zhang, Yudong and Górriz, Juan Manuel Multi-graph Networks with Graph Pooling for COVID-19 Diagnosis Journal of Bionic Engineering 10.1007/s42235-024-00600-9
2023 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 Deep learning in food category recognition Information Fusion 10.1016/j.inffus.2023.101859
2023 Jiménez-Mesa, Carmen, Arco, Juan E., Valentí-Soler, Meritxell, Frades-Payo, Belén, Zea-Sevilla, María A., Ortiz, Andrés, Ávila-Villanueva, Marina, Castillo-Barnes, Diego, Ramírez, Javier, Del Ser-Quijano, Teodoro, Carnero-Pardo, Cristóbal, Górriz, Juan M. Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern International Journal of Neural Systems 10.1142/S0129065723500156
2023 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. Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification IEEE Transactions on Emerging Topics in Computational Intelligence 10.1109/TETCI.2022.3210582
2023 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. 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 10.1007/s11571-022-09897-w
2023 Arco, Juan E. and Ortiz, Andrés and Castillo-Barnes, Diego and Górriz, Juan M. and Ramírez, Javier Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer’s disease progression Applied Soft Computing 10.1016/j.asoc.2023.109991
2022 Ahmadi-Dastgerdi, Nazanin and Hosseini-Nejad, Hossein and Amiri, Hadi and Shoeibi, Afshin and Gorriz, Juan Manuel A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems International Journal of Neural Systems 10.1142/S0129065722500010
2022 Zhang, Yudong and Satapathy, Suresh Chandra and Zhu, Li-Yao and Górriz, Juan Manuel and Wang, Shuihua A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling IEEE Sensors Journal 10.1109/JSEN.2020.3025855
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Conferences

Year Authors Title Conference Metrics
2024 Sistaninezhad, Masoud and Jafarizadeh, Ali and Rajebi, Saman and Pedrammehr, Siamak and Alizadehsani, Roohallah and Gorriz, Juan M. Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-61140-7_1
2024 López, R. and Martinez-Murcia, F.J. and Ramírez, J. and Martín-Noguerol, T. and Paulano-Godino, F. and Luna, A. and Górriz, J.M. and Segovia, F. PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-61140-7_18
2024 López-García, David and Segovia, Fermín and Rodríguez-Rivero, Jacob and Ramírez, Javier and Pérez, David and Serrano, Raúl and Górriz, Juan Manuel RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-61137-7_22
2022 Wang, Wei and Wang, Shui-Hua and Górriz, Juan Manuel and Zhang, Yu-Dong Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-06242-1_13
2022 López-García, David and González-Peñalver, J.M. and Górriz, J.M. and Ruz, María Representational Similarity Analysis: A Preliminary Step to fMRI-EEG Data Fusion in MVPAlab Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-06242-1_9
2022 Arco, Juan E. and Ortiz, A. and Castillo-Barnes, Diego and Górriz, Juan M. and Ramírez, Javier Quantifying Inter-hemispheric Differences in Parkinson’s Disease Using Siamese Networks Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-06242-1_16
2022 Shoeibi, Afshin and Ghassemi, Navid and Heras, Jonathan and Rezaei, Mitra and Gorriz, Juan M. Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-06242-1_15
2022 Simón-Rodríguez, Jose Antonio and Martinez-Murcia, Francisco Jesús and Ramírez, Javier and Castillo-Barnes, Diego and Gorriz, Juan Manuel Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10.1007/978-3-031-06242-1_11
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