MAIN PUBLICATIONS
2025
- Anna Julià, Irene Jaén, Azucena García-Palacios, Juan Carlos Pascual, Anna Sintes, Anaís Lara, Iria Méndez, Soledad Romero, Joaquim Puntí, Joaquim Soler, Marta Banqué, Marina López-Solà, Jordi Solé-Casals, Daniel Vega. Delivering real-time support for self-injury: A systematic review on ecological momentary interventions, Internet Interventions, (2025), https://doi.org/10.1016/j.invent.2025.100826.
- Li, H., Feng, F., Kang, J., Zhang, J., Gong, X., Lu, T., Li, S., Sun, Z., & Solé-Casals, J. A2DM: Enhancing EEG Artifact Removal by Fusing Artifact Representation into the Time-Frequency Domain. Cogn Comput 17, 84 (2025). https://doi.org/10.1007/s12559-025-10442-0
- Y. Duan, W. Li, J. Solé-Casals, Zhongxin Liua and Feng Duan (2025). Hand Gesture Recognition Using Surface Electromyography and 3D Self-Organizing Map Network with Switching States, Digital Signal Processing, 105084, doi: https://doi.org/10.1016/j.dsp.2025.105084.
- Manjabacas, A., Chic, Ò., García-Ladona, E., Tuset, V. M., Morros, J. R., Sayrol, E., Martí-Puig, P., Forest, J., Vasconcelos, J., Lombarte, A. (2025) Twenty years of AFORO: New developments and connections enhancing otolith research. Fisheries Research, 281, num: 107242. https://doi.org/10.1016/j.fishres.2024.107242
2024
- Burman A, Solé-Casals J, Lew SE (2024). Robust and memory-less median estimation for real-time spike detection. PLoS ONE 19(11): e0308125. https://doi.org/10.1371/journal.pone.0308125
- Miró Catalina, Q., Vidal-Alaball, J., Fuster-Casanovas, A., Escalé-Besa, A., Ruiz Comellas, A. & Solé-Casals, J. Real-world testing of an artificial intelligence algorithm for the analysis of chest X-rays in primary care settings. Sci Rep 14, 5199 (2024). https://doi.org/10.1038/s41598-024-55792-1
- Cusidó, J., Solé-Vilaró, L., Marti-Puig, P., Solé-Casals, J. (2024) Assessing the Capability of Advanced AI Models in Cardiovascular Symptom Recognition: A Comparative Study. Applied Sciences, 14(18), num: 8440. https://doi.org/10.3390/app14188440
- Jia, H., Huang, Z. H., Caiafa, C. F., Duan, F., Zhang, Y., Sun, Z., Solé-Casals, J. (2024) Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer’s Disease. Cognitive Computation, 16, 229-242. https://doi.org/10.1007/s12559-023-10188-7
- Han, S., Sun, Z., Zhao, K., Duan, F., Caiafa, C. F., Zhang, Y., Solé-Casals, J. (2024) Early prediction of dementia using fMRI data with a graph convolutional network approach. Journal of Neural Engineering, 21(1), num: 16013. https://doi.org/10.1088/1741-2552/ad1e22
- Jia, H., Han, S., Caiafa, C. F., Duan, F., Zhang, Y., Sun, Z., Solé-Casals, J. (2024) Enabling temporal-spectral decoding in multi-class single-side upper limb classification. Engineering Applications of Artificial Intelligence, 133, num: 108473. https://doi.org/10.1016/j.engappai.2024.108473
- Marti-Puig, P., Hernández, J. A., Solé-Casals, J., Serra-Serra, M. (2024) Enhancing Reliability in Wind Turbine Power Curve Estimation. Applied Sciences, 14(6), num: 2479. https://doi.org/10.3390/app14062479
- Jia, H., Marti-Puig, P., Caiafa, C. F., Serra-Serra, M., Sun, Z., Sole-Casals, J. (2024) Exploring Tensor Completion for Missing Data Estimation in Wind Farms. IEEE Sensors Letters, 8(12), 1-4. https://doi.org/10.1109/LSENS.2024.3488560
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Shahbakhti, M., Beiramvand, M., Hakimi, N., Rejer, I., Lipping, T., Broniec-Wojcik, A., Sole-Casals, J. (2024) Fusing Fuzzy Entropy with Gaussian and Exponential Membership Functions Outperforms Traditional Entropy Metrics in Monitoring the Depth of Anesthesia Using a Single Frontal EEG Channel. IEEE Sensors Letters, 8(3), 1-4. https://doi.org/10.1109/LSENS.2024.3369318
- Wang, S., Tang, H., Himeno, R., Solé-Casals, J., Caiafa, C. F., Han, S., Aoki, S., Sun, Z. (2024) Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms. Computer Methods and Programs in Biomedicine, 257, num: 108419. https://doi.org/10.1016/j.cmpb.2024.108419
- Natalizio, A., Sieghartsleitner, S., Schreiner, L., Walchshofer, M., Esposito, A., Scharinger, J., Pretl, H., Arpaia, P., Parvis, M., Solé-Casals, J., Sebastián-Romagosa, M., Ortner, R., Guger, C. (2024) Real-time estimation of EEG-based engagement in different tasks. Journal of Neural Engineering, 21(1), num: 16014. https://doi.org/10.1088/1741-2552/ad200d
- Burman, A., Solé-Casals, J., Lew, S. (2024) Robust and memory-less median estimation for real-time spike detection. Plos One, 19(11), num: 308125. https://doi.org/10.1371/journal.pone.0308125
- Shahbakhti, M., Krycinska, R., Beiramvand, M., Hakimi, N., Lipping, T., Chen, W., Broniec-Wojcik, A., Augustyniak, P., Tanaka, T., Sole-Casals, J., Wierzchon, M., Wordliczek, J. (2024) Wearable EEG-Based Depth of Anesthesia Monitoring: A Non- Parametric Feature Set. IEEE Sensors Journal, 24(11), 18098-18107. https://doi.org/10.1109/JSEN.2024.3390604
- Marti-Puig, P., Blanco-M., A., Cusidó, J., Solé-Casals, J. (2024) Wind turbine database for intelligent operation and maintenance strategies. Scientific Data, 11(1), num: 255. https://doi.org/10.1038/s41597-024-03067-9
2023
- Zhang, Z., Han, S.N., Yi, H.H., Duan, F., Kang, F., Sun, Z., Solé-Casals, J., Caiafa, C. F. (2023) A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials. Cognitive Computation, 15, num: 1. https://doi.org/10.1007/s12559-022-10051-1
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Sun, Z., Cutsuridis, V., Caiafa, C. F., Solé-Casals, J. (2023) Brain simulation and spiking neural networks. Cognitive Computation, 15, 1103-1105. https://doi.org/10.1007/s12559-023-10156-1
- Zhao, X.Y., Zhao, Q.B., Tanaka, T., Solé-Casals, J., Zhou, G.X., Mitsuhashi, T., Cao, J.T. (2023) Classification of the Epileptic Seizure Onset Zone Based on Partial Annotation. Cognitive Neurodynamics, 17(3), 703-713. https://doi.org/10.1007/s11571-022-09857-4
- Miró Catalina, Q., Femenia, J., Fuster-Casanovas, A., Marin-Gomez, F. X., Escalé-Besa, A., Solé-Casals, J., & Vidal-Alaball, J. (2023). Knowledge and Perception of the Use of AI and its Implementation in the Field of Radiology: Cross-Sectional Study. Journal of Medical Internet Research, 25, e50728. https://doi.org/10.2196/50728
- Caiafa, C. F., Sun, Z., Tanaka, T., Marti-Puig, P., & Solé-Casals, J. (2023). Special Issue “Machine Learning Methods for Biomedical Data Analysis”. Sensors, 23(23), 9377. https://doi.org/10.3390/s23239377
- Florenciano Restoy, J. L., Solé-Casals, J., & Borràs-Boix, X. (2023). Effect of Foot Orthoses on Angular Velocity of Feet. Sensors, 23(21), 8917. https://doi.org/10.3390/s23218917
- Jia, H., Huang, Z., Caiafa, C.F., Duan F., Zhang Y., Sun Z., Solé-Casals J. Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer’s Disease. Cogn Comput (2023). https://doi.org/10.1007/s12559-023-10188-7
- Catalina QM, Fuster-Casanovas A, Vidal-Alaball J, Escalé-Besa A, Marin-Gómez, F X, Femenia J, Solé-Casals J. Knowledge and perception of primary care healthcare professionals on the use of artificial intelligence as a healthcare tool. DIGITAL HEALTH. 2023;9. doi:10.1177/20552076231180511
- Tong, Jigang, Zhengxing Xing, Xiaoying Wei, Chao Yue, Enzeng Dong, Shengzhi Du, Zhe Sun, Jordi Solé-Casals, and Cesar F. Caiafa. “Towards Improving Motor Imagery Brain–Computer Interface Using Multimodal Speech Imagery.” Journal of Medical and Biological Engineering (2023): 1-11. https://link.springer.com/article/10.1007/s40846-023-00798-9
- Jia, H., Feng, F., Caiafa, C. F., Duan, F., Zhang, Y., Sun, Z., & Solé-Casals, J. (2023). Multi-class Classification of Upper Limb Movements with Filter Bank Task-related Component Analysis. IEEE Journal of Biomedical and Health Informatics. https://ieeexplore.ieee.org/document/10135081
- Mohammad Shahbakhti , Matin Beiramvand , Erfan Nasiri , Somayeh Mohammadi Far , Wei Chen , Jordi Sole-Casals , Michal Wierzchon , Anna. Broniec-Wojcik , Piotr Augustyniak , Vaidotas Marozas. Fusion of EEG and Eye Blink Analysis for Detection of Driver Fatigue. IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2023. https://ieeexplore.ieee.org/document/10102504
- Rodriguez, P.C., Marti-Puig, P.; Caiafa, C.F., Serra-Serra, M., Cusidó, J., Solé-Casals, J. Exploratory Analysis of SCADA Data from Wind Turbines Using the K-Means Clustering Algorithm for Predictive Maintenance Purposes. Machines 2023, 11, 270. https://doi.org/10.3390/machines11020270
OLD PUBLICATIONS