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Identificação

Identificação pessoal

Nome completo
Javier Gomez-Pilar

Nomes de citação

  • Gomez-Pilar, Javier

Identificadores de autor

Ciência ID
8319-FB16-83EC
ORCID iD
0000-0001-7882-7890
Produções

Publicações

Artigo em conferência
  1. Gutiérrez-Tobal, G.C.; Gomez-Pilar, J.; Kheirandish-Gozal, L.; Martín-Montero, A.; Poza, J.; Álvarez, D.; del Campo, F.; Gozal, D.; Hornero, R.. "Network Analysis on Overnight EEG Spectrum to Assess Relationships Between Paediatric Sleep Apnoea and Cognition". 2020.
    10.1007/978-3-030-31635-8_138
  2. Santamaría-Vázquez, E.; Martínez-Cagigal, V.; Gomez-Pilar, J.; Hornero, R.. "Deep Learning Architecture Based on the Combination of Convolutional and Recurrent Layers for ERP-Based Brain-Computer Interfaces". 2020.
    10.1007/978-3-030-31635-8_224
  3. Poza, J.; Bachiller, A.; Gomez, C.; Garcia, M.; Nunez, P.; Gomez-Pilar, J.; Tola-Arribas, M.A.; Cano, M.; Hornero, R.. "Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease". 2017.
    10.1109/EMBC.2017.8037305
  4. Gomez, C.; Poza, J.; Gomez-Pilar, J.; Bachiller, A.; Juan-Cruz, C.; Tola-Arribas, M.A.; Carreres, A.; Cano, M.; Hornero, R.. "Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory". 2016.
    10.1109/EMBC.2016.7591319
  5. Gomez-Pilar, J.; Poza, J.; Bachiller, A.; Núñez, P.; Gómez, C.; Lubeiro, A.; Molina, V.; Hornero, R.. "Novel measure of the weigh distribution balance on the brain network: Graph complexity applied to schizophrenia". 2016.
    10.1109/EMBC.2016.7590798
  6. Nunez, P.; Poza, J.; Gomez-Pilar, J.; Bachiller, A.; Gomez, C.; Lubeiro, A.; Molina, V.; Hornero, R.. "Analysis of the non-stationarity of neural activity during an auditory oddball task in schizophrenia". 2016.
    10.1109/EMBC.2016.7591537
  7. "Classification methods from heart rate variability to assist in SAHS diagnosis". 2014.
    10.1007/978-3-319-00846-2_450
  8. "Applying variable ranking to oximetric recordings in sleep apnea diagnosis". 2014.
    10.1007/978-3-319-00846-2_240
  9. "Adaboost classification to detect sleep apnea from airflow recordings". 2014.
    10.1007/978-3-319-00846-2_451
  10. "Ensemble learning for classification of motor imagery tasks in multiclass brain computer interfaces". 2014.
    10.1109/CEEC.2014.6958559
  11. "Assessment of neurofeedback training by means of motor imagery based-BCI for cognitive rehabilitation". 2014.
    10.1109/EMBC.2014.6944409
Artigo em revista
  1. Javier Gomez-Pilar; Gonzalo C Gutiérrez-Tobal; David Gozal; Roberto Hornero. "Are we missing something? Different obstructive sleep apnea phenotypes as a possible driver of discrepancies in cognitive recovery after continuous positive airway pressure treatment". SLEEP (2023): https://doi.org/10.1093/sleep/zsad269.
    10.1093/sleep/zsad269
  2. Pedro Martínez-Paz; Javier Gomez-Pilar; Marta Martín-Fernández; Francisco C. Ceballos; Esther Gómez-Sánchez; Roberto Hornero; Eduardo Tamayo. "Gene Co-Expression Networks Offer New Perspectives on Sepsis Pathophysiology". IEEE/ACM Transactions on Computational Biology and Bioinformatics (2023): https://doi.org/10.1109/TCBB.2023.3309998.
    10.1109/TCBB.2023.3309998
  3. Marcos Revilla-Vallejo; Carlos Gómez; Javier Gomez-Pilar; Roberto Hornero; Miguel Ángel Tola-Arribas; Mónica Cano; Yoshihito Shigihara; Hideyuki Hoshi; Jesús Poza. "Quantification of the robustness of functional neural networks: application to the characterization of Alzheimer’s disease continuum". Journal of Neural Engineering (2023): https://doi.org/10.1088/1741-2552/acd41c.
    10.1088/1741-2552/acd41c
  4. Andrea Buccellato; Di Zang; Federico Zilio; Javier Gomez-Pilar; Zhe Wang; Zengxin Qi; Ruizhe Zheng; et al. "Disrupted relationship between intrinsic neural timescales and alpha peak frequency during unconscious states – A high-density EEG study". NeuroImage (2023): https://doi.org/10.1016/j.neuroimage.2022.119802.
    10.1016/j.neuroimage.2022.119802
  5. Mehrshad Golesorkhi; Javier Gomez-Pilar; Yasir Çatal; Shankar Tumati; Mustapha C E Yagoub; Emanuel A Stamatakis; Georg Northoff. "From temporal to spatial topography: hierarchy of neural dynamics in higher- and lower-order networks shapes their complexity". Cerebral Cortex (2022): https://doi.org/10.1093/cercor/bhac042.
    10.1093/cercor/bhac042
  6. Yasir Çatal; Javier Gomez-Pilar; Georg Northoff. "Intrinsic dynamics and topography of sensory input systems". Cerebral Cortex (2022): https://doi.org/10.1093/cercor/bhab504.
    10.1093/cercor/bhab504
  7. Soren Wainio-Theberge; Annemarie Wolff; Javier Gomez-Pilar; Jianfeng Zhang; Georg Northoff. "Variability and task-responsiveness of electrophysiological dynamics: Scale-free stability and oscillatory flexibility". NeuroImage (2022): https://doi.org/10.1016/j.neuroimage.2022.119245.
    10.1016/j.neuroimage.2022.119245
  8. Pablo Núñez; Carlos Gómez; Víctor Rodríguez-González; Arjan Hillebrand; Prejaas Tewarie; Javier Gomez-Pilar; Vicente Molina; Roberto Hornero; Jesús Poza. "Schizophrenia induces abnormal frequency-dependent patterns of dynamic brain network reconfiguration during an auditory oddball task". Journal of Neural Engineering (2022): https://doi.org/10.1088/1741-2552/ac514e.
    10.1088/1741-2552/ac514e
  9. Jesús Poza; María García; Javier Gomez-Pilar. "Entropy in Brain Networks". Entropy (2021): https://doi.org/10.3390/e23091157.
    10.3390/e23091157
  10. Annemarie Wolff; Liang Chen; Shankar Tumati; Mehrshad Golesorkhi; Javier Gomez-Pilar; Jie Hu; Shize Jiang; et al. "Prestimulus dynamics blend with the stimulus in neural variability quenching". NeuroImage 238 (2021): 118160-118160. https://doi.org/10.1016/j.neuroimage.2021.118160.
    10.1016/j.neuroimage.2021.118160
  11. Javier Gomez-Pilar; Gonzalo C Gutiérrez-Tobal; Jesús Poza; Stuart Fogel; Julien Doyon; Georg Northoff; Roberto Hornero. "Spectral and temporal characterization of sleep spindles—methodological implications". Journal of Neural Engineering 18 3 (2021): 036014-036014. https://doi.org/10.1088/1741-2552/abe8ad.
    10.1088/1741-2552/abe8ad
  12. Georg Northoff; Javier Gomez-Pilar. "Overcoming Rest–Task Divide—Abnormal Temporospatial Dynamics and Its Cognition in Schizophrenia". Schizophrenia Bulletin (2021): https://doi.org/10.1093/schbul/sbaa178.
    10.1093/schbul/sbaa178
  13. Marcos Revilla-Vallejo; Jesús Poza; Javier Gomez-Pilar; Roberto Hornero; Miguel Ángel Tola-Arribas; Mónica Cano; Carlos Gómez. "Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer’s Disease". Entropy 23 5 (2021): 500-500. https://doi.org/10.3390/e23050500.
    10.3390/e23050500
  14. Marta Hernández-García; Carmen Martín-Gómez; Marta Gómez-García; Javier Gomez-Pilar; Pablo Núñez-Novo; Antonio Arjona-Valladares; María Victoria Alejos-Herrera; et al. "Abnormal self-experiences related to a hypersynchronic brain state in schizophrenia". Schizophrenia Research (2020): https://doi.org/10.1016/j.schres.2020.03.056.
    10.1016/j.schres.2020.03.056
  15. Natalia Jimeno; Javier Gomez-Pilar; Jesus Poza; Roberto Hornero; Kai Vogeley; Eva Meisenzahl; Theresa Haidl; et al. "Main Symptomatic Treatment Targets in Suspected and Early Psychosis: New Insights From Network Analysis". Schizophrenia Bulletin (2020): https://doi.org/10.1093/schbul/sbz140.
    10.1093/schbul/sbz140
  16. Planchuelo-Gómez, Á.; Lubeiro, A.; Núñez-Novo, P.; Gomez-Pilar, J.; de Luis-García, R.; del Valle, P.; Martín-Santiago, Ó.; Pérez-Escudero, A.; Molina, V.. "Identificacion of MRI-based psychosis subtypes: Replication and refinement". Progress in Neuro-Psychopharmacology and Biological Psychiatry 100 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85080971554&partnerID=MN8TOARS.
    10.1016/j.pnpbp.2020.109907
  17. Lubeiro, A.; Fatjó-Vilas, M.; Guardiola, M.; Almodóvar, C.; Gomez-Pilar, J.; Cea-Cañas, B.; Poza, J.; et al. "Analysis of KCNH2 and CACNA1C schizophrenia risk genes on EEG functional network modulation during an auditory odd-ball task". European Archives of Psychiatry and Clinical Neuroscience 270 4 (2020): 433-442. http://www.scopus.com/inward/record.url?eid=2-s2.0-85059569898&partnerID=MN8TOARS.
    10.1007/s00406-018-0977-0
  18. Cea-Cañas, B.; Gomez-Pilar, J.; Núñez, P.; Rodríguez-Vázquez, E.; de Uribe, N.; Díez, Á.; Pérez-Escudero, A.; Molina, V.. "Connectivity strength of the EEG functional network in schizophrenia and bipolar disorder". Progress in Neuro-Psychopharmacology and Biological Psychiatry 98 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85074937181&partnerID=MN8TOARS.
    10.1016/j.pnpbp.2019.109801
  19. Eduardo Santamaria-Vazquez; Victor Martinez-Cagigal; Javier Gomez-Pilar; Roberto Hornero. "Asynchronous Control of ERP-Based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli". IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 9 (2019): 1883-1892. https://doi.org/10.1109/TNSRE.2019.2934645.
    10.1109/TNSRE.2019.2934645
  20. Benjamín Cea-Cañas; Rodrigo de Luis; Alba Lubeiro; Javier Gomez-Pilar; Eva Sotelo; Pilar del Valle; Marta Gómez-García; Adrián Alonso-Sánchez; Vicente Molina. "Structural connectivity in schizophrenia and bipolar disorder: Effects of chronicity and antipsychotic treatment". Progress in Neuro-Psychopharmacology and Biological Psychiatry 92 (2019): 369-377. https://doi.org/10.1016/j.pnpbp.2019.02.006.
    10.1016/j.pnpbp.2019.02.006
  21. Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Javier Gomez-Pilar; Roberto Hornero. "Towards an accessible use of smartphone-based social networks through brain-computer interfaces". Expert Systems with Applications 120 (2019): 155-166. https://doi.org/10.1016/j.eswa.2018.11.026.
    10.1016/j.eswa.2018.11.026
  22. Annemarie Wolff; Daniel A. Di Giovanni; Javier Gómez-Pilar; Takashi Nakao; Zirui Huang; André Longtin; Georg Northoff. "The temporal signature of self: Temporal measures of resting-state EEG predict self-consciousness". Human Brain Mapping 40 3 (2019): 789-803. https://doi.org/10.1002/hbm.24412.
    10.1002/hbm.24412
  23. Alvarez-Astorga, A.; Sotelo, E.; Lubeiro, A.; de Luis, R.; Gomez-Pilar, J.; Becoechea, B.; Molina, V.. "Social cognition in psychosis: Predictors and effects of META-cognitive training". Progress in Neuro-Psychopharmacology and Biological Psychiatry 94 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85067596795&partnerID=MN8TOARS.
    10.1016/j.pnpbp.2019.109672
  24. Damiani, S.; Scalabrini, A.; Gomez-Pilar, J.; Brondino, N.; Northoff, G.. "Increased scale-free dynamics in salience network in adult high-functioning autism". NeuroImage: Clinical 21 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85058509892&partnerID=MN8TOARS.
    10.1016/j.nicl.2018.101634
  25. Wolff, A.; Gomez-Pilar, J.; Nakao, T.; Northoff, G.. "Interindividual neural differences in moral decision-making are mediated by alpha power and delta/theta phase coherence". Scientific Reports 9 1 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85062567621&partnerID=MN8TOARS.
    10.1038/s41598-019-40743-y
  26. Wolff, A.; Yao, L.; Gomez-Pilar, J.; Shoaran, M.; Jiang, N.; Northoff, G.. "Neural variability quenching during decision-making: Neural individuality and its prestimulus complexity". NeuroImage 192 (2019): 1-14. http://www.scopus.com/inward/record.url?eid=2-s2.0-85062501681&partnerID=MN8TOARS.
    10.1016/j.neuroimage.2019.02.070
  27. Nakao, T.; Miyagi, M.; Hiramoto, R.; Wolff, A.; Gomez-Pilar, J.; Miyatani, M.; Northoff, G.. "From neuronal to psychological noise – Long-range temporal correlations in EEG intrinsic activity reduce noise in internally-guided decision making". NeuroImage 201 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85068977633&partnerID=MN8TOARS.
    10.1016/j.neuroimage.2019.116015
  28. Javier Gomez-Pilar; Jesús Poza; Carlos Gómez; Georg Northoff; Alba Lubeiro; Benjamín B. Cea-Cañas; Vicente Molina; Roberto Hornero. "Altered predictive capability of the brain network EEG model in schizophrenia during cognition". Schizophrenia Research 201 (2018): 120-129. https://doi.org/10.1016/j.schres.2018.04.043.
    10.1016/j.schres.2018.04.043
  29. Gomez-Pilar, J.; de Luis-García, R.; Lubeiro, A.; de Uribe, N.; Poza, J.; Núñez, P.; Ayuso, M.; Hornero, R.; Molina, V.. "Deficits of entropy modulation in schizophrenia are predicted by functional connectivity strength in the theta band and structural clustering". NeuroImage: Clinical 18 (2018): 382-389. http://www.scopus.com/inward/record.url?eid=2-s2.0-85041741984&partnerID=MN8TOARS.
    10.1016/j.nicl.2018.02.005
  30. Mendoza Laiz, N.; Del Valle Díaz, S.; Rioja Collado, N.; Gomez-Pilar, J.; Hornero, R.. "Potential benefits of a cognitive training program in mild cognitive impairment (MCI)". Restorative Neurology and Neuroscience 36 2 (2018): 207-213. http://www.scopus.com/inward/record.url?eid=2-s2.0-85043511706&partnerID=MN8TOARS.
    10.3233/RNN-170754
  31. Gómez, C.; Juan-Cruz, C.; Poza, J.; Ruiz-Gómez, S.J.; Gomez-Pilar, J.; Núñez, P.; García, M.; Fernández, A.; Hornero, R.. "Alterations of effective connectivity patterns in mild cognitive impairment: An MEG Study". Journal of Alzheimer's Disease 65 3 (2018): 843-854. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052213087&partnerID=MN8TOARS.
    10.3233/JAD-170475
  32. Gomez-Pilar, J.; de Luis-García, R.; Lubeiro, A.; de la Red, H.; Poza, J.; Núñez, P.; Hornero, R.; Molina, V.. "Relations between structural and EEG-based graph metrics in healthy controls and schizophrenia patients". Human Brain Mapping 39 8 (2018): 3152-3165. http://www.scopus.com/inward/record.url?eid=2-s2.0-85050006655&partnerID=MN8TOARS.
    10.1002/hbm.24066
  33. Molina, V.; Bachiller, A.; Gomez-Pilar, J.; Lubeiro, A.; Hornero, R.; Cea-Cañas, B.; Valcárcel, C.; Haidar, M.-K.; Poza, J.. "Deficit of entropy modulation of the EEG in schizophrenia associated to cognitive performance and symptoms. A replication study". Schizophrenia Research 195 (2018): 334-342. http://www.scopus.com/inward/record.url?eid=2-s2.0-85028707721&partnerID=MN8TOARS.
    10.1016/j.schres.2017.08.057
  34. "Functional EEG network analysis in schizophrenia: Evidence of larger segregation and deficit of modulation". Progress in Neuro-Psychopharmacology and Biological Psychiatry 76 March (2017): 116-123. http://linkinghub.elsevier.com/retrieve/pii/S027858461630286X.
    10.1016/j.pnpbp.2017.03.004
  35. "Quantification of graph complexity based on the edge weight distribution balance: Application to brain networks". International Journal of Neural Systems (2017): S0129065717500320-S0129065717500320. http://www.worldscientific.com/doi/abs/10.1142/S0129065717500320.
    10.1142/S0129065717500320
  36. "Variation at NRG1 genotype related to modulation of small-world properties of the functional cortical network". European Archives of Psychiatry and Clinical Neuroscience 267 1 (2017): 25-32. http://link.springer.com/10.1007/s00406-015-0659-0.
    10.1007/s00406-015-0659-0
  37. Martinez-Cagigal, V.; Gomez-Pilar, J.; Alvarez, D.; Hornero, R.. "An Asynchronous P300-Based Brain-Computer Interface Web Browser for Severely Disabled People". IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 8 (2017): 1332-1342. http://www.scopus.com/inward/record.url?eid=2-s2.0-85029180453&partnerID=MN8TOARS.
    10.1109/TNSRE.2016.2623381
  38. Núñez, P.; Poza, J.; Bachiller, A.; Gomez-Pilar, J.; Lubeiro, A.; Molina, V.; Hornero, R.. "Exploring non-stationarity patterns in schizophrenia: Neural reorganization abnormalities in the alpha band". Journal of Neural Engineering 14 4 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85031666403&partnerID=MN8TOARS.
    10.1088/1741-2552/aa6e05
  39. "Modulation of brain network parameters associated with subclinical psychotic symptoms". Progress in Neuro-Psychopharmacology and Biological Psychiatry 66 (2016):
    10.1016/j.pnpbp.2015.11.010
  40. "Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly". Medical and Biological Engineering and Computing (2016):
    10.1007/s11517-016-1454-4
  41. "Association between electroencephalographic modulation, psychotic-like experiences and cognitive performance in the general population". Psychiatry and Clinical Neurosciences 70 7 (2016): 286-294.
    10.1111/pcn.12390
  42. "Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain-computer interfaces". Neurocomputing 159 1 (2015):
    10.1016/j.neucom.2015.02.005
  43. "Adaptive Stacked Generalization for Multiclass Motor Imagery-Based Brain Computer Interfaces". IEEE Transactions on Neural Systems and Rehabilitation Engineering 23 4 (2015):
    10.1109/TNSRE.2015.2398573
  44. "Neural network reorganization analysis during an auditory oddball task in schizophrenia using wavelet entropy". Entropy 17 8 (2015): 5241-5256. http://www.mdpi.com/1099-4300/17/8/5241/.
    10.3390/e17085241
  45. "Assessment of time and frequency domain entropies to detect sleep apnoea in heart rate variability recordings from men and women". Entropy 17 1 (2015):
    10.3390/e17010123
Livro
  1. Bachiller, A.; Gomez-Pilar, J.; Poza, J.; Núñez, P.; Gómez, C.; Lubeiro, A.; Molina, V.; Hornero, R.. Event-Related Phase-Amplitude Coupling: A Comparative Study. 2017.
    10.1007/978-3-319-46669-9_124
  2. Núñez, P.; Poza, J.; Bachiller, A.; Gomez-Pilar, J.; Gómez, C.; Lubeiro, A.; Molina, V.; Hornero, R.. Analysis of Functional Connectivity During an Auditory Oddball Task in Schizophrenia. 2017.
    10.1007/978-3-319-46669-9_123

Outros

Outra produção
  1. Intrinsic neural timescales related to sensory processing: Evidence from abnormal behavioural states. 2020. Federico Zilio; Javier Gomez-Pilar; Shumei Cao; Jun Zhang; Di Zang; Zengxin Qi; Jiaxing Tan; et al. https://doi.org/10.1101/2020.07.30.229161.
    10.1101/2020.07.30.229161