Investigación / Grupos de investigación

Grupo  102

Tratamiento de la Señal

Publicaciones (122)

  • Artés, C; Porras-Segovia, A; Ruiz-Veguilla, M; Giner, L; Garcia-Campayo, J; del Hoyo, YL; Alejandra-Saiz, P; García-Fernández, A; Martínez-Jambrina, JJ; Villa-Díez, R; Gili, M; Roca, M; de Andrés, F; Sola, VP; Elices, ME; Grande, I; Cebria, AI; Irigoyen-Otiñano, M; Galván-Santiago, L; Garcia-Iturrospe, EJA; Mesones-Peral, J; Mora-Marín, R; Sierra, P; Penas-Lledo, E; LLerena, A; Lopez-Castroman, J; Cruz, R; Arrojo, M; Ovejero, S; de la Torre-luque, A; Palao-Tarrero, A; Vaquero-Lorenzo, C; Toma, C; Barrigon, ML; Artes, A; Díaz-Marsá, M; Ayad-Ahmed, W; Ibáñez, A; Díaz-Sastre, C; Salvador-Robert, M; Alvarez-García, R; Mata-Iturralde, L; Benavente-López, S; Muñoz-Lorenzo, L; Di Stasio, EF; Carmona-Camacho, R; Peñuelas-Calvo, I; Valencia, M; Peña, PL; Albarracín-García, L; Baca-Garcia, E.

    Designing interventions guided by digital phenotype and pharmacogenetics in Spain for suicidal behaviour based on retrospective data: the multicentre SMARTomicS study protocol

    BMJ Open. 2026; 16(5): [doi:10.1136/bmjopen-2025-106685]

  • Belenguer-Llorens, A; Sevilla-Salcedo, C; Mourao-Miranda, J; Gómez-Verdejo, V.

    Interpretable generative and discriminative learning for multimodal and incomplete clinical data

    Information Fusion. 2026; 129: [doi:10.1016/j.inffus.2025.104070]

  • Schmidt-Santiago, L; Guerrero-López, A; Sevilla-Salcedo, C; Rodríguez-Temporal, D; Rodríguez-Sánchez, B; Gómez-Verdejo, V.

    A systematic review of machine learning on clinical MALDI-TOF MS

    BRIEFINGS IN BIOINFORMATICS. 2026; 27(3): [doi:10.1093/bib/bbag208]

  • Rama, ÓJ; Artés, A; Baca-García, E; López-Castromán, J.

    Full-day sleep pattern analysis in common mental disorders: Leveraging highly discrepant recordings from two consumer tracking devices

    PLoS One. 2026; 21(4): Nº de citas: 1 [doi:10.1371/journal.pone.0346876]

  • Qi, C; Koch, T.

    On Noncoherent Multiple-Antenna Rayleigh Block-Fading Channels at Finite Blocklength

    IEEE TRANSACTIONS ON INFORMATION THEORY. 2026; 72(3): 1691-1724 Nº de citas: 1 [doi:10.1109/TIT.2025.3641371]

  • Gaeta, AM; Viñarás, LG; Barbé, F; Olmos, PM; Pamplona, R; Dakterzada, F; Muñoz-Barrutia, A; Piñol-Ripoll, G.

    Capturing silent oxidative stress in early Alzheimer's disease: prediction of CSF biomarkers from sleep qEEG data

    GeroScience. 2026; : [doi:10.1007/s11357-026-02133-x]

  • Belenguer-Llorens, A; Sevilla-Salcedo, C; Tohka, J; Gomez-Verdejo, V.

    Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification

    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 2025; 160: Nº de citas: 1 [doi:10.1016/j.engappai.2025.111887]

  • Harsha, KV; Ravi, J; Koch, T.

    On the Second-Order Asymptotics of the Hoeffding Test and Other Divergence Tests

    IEEE TRANSACTIONS ON INFORMATION THEORY. 2025; 71(10): 7459-7483 [doi:10.1109/TIT.2025.3588194]

  • Belenguer-Llorens A; Sevilla-Salcedo C; Parrado-Hernández E; Gómez-Verdejo V.

    Addressing wide-data studies of gene expression microarrays with the Relevance Feature and Vector Machine.

    COMPUTERS IN BIOLOGY AND MEDICINE. 2025; 197(Pt A): 110985-110985 [doi:10.1016/j.compbiomed.2025.110985]

  • González, F; Akyildiz, OD; Crisan, D; Míguez, J.

    Nudging state-space models for Bayesian filtering under misspecified dynamics

    STATISTICS AND COMPUTING. 2025; 35(4): [doi:10.1007/s11222-025-10648-0]

  • Blázquez-Sánchez, M; Guerrero-López, A; Candela, A; Belenguer-Llorens, A; Moreno, JM; Sevilla-Salcedo, C; Sánchez-Cueto, M; Arroyo, MJ; Gutiérrez-Pareja, M; Gómez-Verdejo, V; Olmos, PM; Mancera, L; Muñoz, P; Marín, M; Alcalá, L; Rodríguez-Temporal, D; Rodríguez-Sánchez, B.

    Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS

    BMC BIOINFORMATICS. 2025; 26(1): Nº de citas: 1 [doi:10.1186/s12859-025-06200-6]

  • Paz-Arbaizar, L; Lopez-Castroman, J; Artés-Rodríguez, A; Olmos, PM; Ramírez, D.

    Emotion Forecasting: A Transformer-Based Approach

    JOURNAL OF MEDICAL INTERNET RESEARCH. 2025; 27: Nº de citas: 7 [doi:10.2196/63962]

  • de Leon, J; de Leon-Martinez, S; Artés-Rodríguez, A; Baca-García, E; de las Cuevas, C.

    Reflections on the Potential and Risks of AI for Scientific Article Writing after the AI Endorsement by Some Scientific Publishers: Focusing on Scopus AI

    ACTAS ESPANOLAS DE PSIQUIATRIA. 2025; 53(2): 433-442 Nº de citas: 5 [doi:10.62641/aep.v53i2.1849]

  • Gallego-Viñarás, L; Mira-Tomás, JM; Gaeta, AM; Pinol-Ripoll, G; Barbé, F; Olmos, PM; Muñoz-Barrutia, A.

    Alzheimers Disease Detection in EEG Sleep Signals

    IEEE Journal of Biomedical and Health Informatics. 2025; 29(2): 948-959 Nº de citas: 6 [doi:10.1109/JBHI.2024.3478380]

  • Lancho, A; Weiss, A; Lee, GCF; Jayashankar, T; Kurien, BG; Polyanskiy, Y; Wornell, GW.

    RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge

    IEEE Open Journal of the Communications Society. 2025; 6: 4083-4100 Nº de citas: 3 [doi:10.1109/OJCOMS.2025.3556319]

  • Barrigón, ML; Schmidt, C; Elices, M; Porras-Segovia, A; Granda-Beltrán, AMD; Artés-Rodríguez, A; Courtet, P; Pérez-Sola, V; Baca-García, E.

    Impact of Digital Safety Plan Activation on Subsequent Emergency Departments Visits Following an Initial Suicide Attempt: Quasi-Experimental Study

    JMIR Mental Health. 2025; 12: Nº de citas: 3 [doi:10.2196/70253]

  • Miguez, J; Molina-Bulla, H; Mariño, IP.

    Master-slave coupling scheme for synchronization and parameter estimation in the generalized Kuramoto-Sivashinsky equation

    PHYSICAL REVIEW E. 2024; 110(5): Nº de citas: 1 [doi:10.1103/PhysRevE.110.054206]

  • Abascal-Peiró, S; Peñuelas-Calvo, I; Alacreu-Crespo, A; Sáiz, PA; De la Torre-Luque, A; Ruiz-Veguilla, M; Barrigón, ML; Courtet, P; López-Castroman, J; Baca-García, E; Porras-Segovia, A.

    Digital Platform for the Prevention of Suicidal Behaviour and Non-Suicidal Self-Injuries in Adolescents: The SmartCrisis-Teen Study Protocol

    Behavioral Sciences. 2024; 14(9): Nº de citas: 5 [doi:10.3390/bs14090740]