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ORCIDNicolás Gallego-Molina
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2020 – today
- 2025
[j10]Diego Castillo-Barnes
, Andrés Ortiz, Patrícia Figueiredo, Nicolás Gallego-Molina:
A Bayesian framework for phase-amplitude cross-frequency coupling inference: Application to reading disability detection. Expert Syst. Appl. 291: 128510 (2025)- [j9]Nicolás J. Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Wai Lok Woo:
Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation. Int. J. Neural Syst. 35(6): 2550028:1-2550028:17 (2025) - [j8]Ignacio Rodríguez-Rodríguez, José Ignacio Mateo-Trujillo, Andrés Ortiz, Nicolás J. Gallego-Molina, Diego Castillo-Barnes, Juan Luis Luque:
Directed Weighted EEG Connectogram Insights of One-to-One Causality for Identifying Developmental Dyslexia. Int. J. Neural Syst. 35(6): 2550032:1-2550032:21 (2025) - [c13]Andrés Ortiz, Nicolás J. Gallego-Molina, Ignacio Rodríguez-Rodríguez, Alberto Peinado, Maria Dolores Gil Montoya, Pablo Martínez-Cañada, Christian A. Morillas:
Exploring Brain Lateralization Using Tensor Decomposition of EEG Phase-Amplitude Coupling. IWANN (2) 2025: 15-26 - 2024
- [j7]Juan Eloy Arco, Nicolás Gallego-Molina, Andrés Ortiz, Katy Arroyo-Alvis, Pedro Javier Lopez-Perez:
Identifying HRV patterns in ECG signals as early markers of dementia. Expert Syst. Appl. 243: 122934 (2024) - [c12]Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Juan Manuel Górriz:
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC 2024: 14-23 - [c11]Nicolás Gallego-Molina, Andrés Ortiz, Marco A. Formoso, Francisco Jesús Martínez-Murcia, Wai Lok Woo:
Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration. IWINAC 2024: 24-33 - [c10]Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque:
Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchrony. IWINAC 2024: 34-44 - [c9]Marco A. Formoso, Nicolás Gallego-Molina, Andrés Ortiz, Ignacio Rodríguez-Rodríguez, Almudena Giménez:
Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in Dyslexia. IWINAC 2024: 45-54 - [c8]Diego Castillo-Barnes, Andrés Ortiz, Pietro Stabile, Nicolás Gallego-Molina, Patrícia Figueiredo, Juan Luis Luque:
Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection. IWINAC 2024: 55-67 - [c7]Juan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz:
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. IWINAC 2024: 118-127 - [c6]Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque:
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC 2024: 161-170 - 2023
- [j6]Nicolás Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Ignacio Rodríguez-Rodríguez, Juan Luis Luque:
Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data. Int. J. Neural Syst. 33(4): 2350017:1-2350017:18 (2023) - [j5]Juan Eloy Arco, Andrés Ortiz, Nicolás Gallego-Molina, Juan Manuel Górriz, Javier Ramírez:
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. Int. J. Neural Syst. 33(4): 2350019:1-2350019:18 (2023) - [j4]Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Nicolás Gallego-Molina, Marco A. Formoso, Wai Lok Woo:
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia. Int. J. Neural Syst. 33(4): 2350020:1-2350020:18 (2023) - [j3]J. M. Górriz, I. Álvarez Illán, Agustín Álvarez-Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez-Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, Victoria Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, José Manuel Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [i3]Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Nicolás Gallego-Molina, Marco A. Formoso, Wai Lok Woo:
Neural source/sink phase connectivity in developmental dyslexia by means of interchannel causality. CoRR abs/2301.00552 (2023) - 2022
- [j2]Nicolás Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Almudena Giménez:
Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis. Knowl. Based Syst. 240: 108098 (2022) - [c5]Nicolás Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Ignacio Rodríguez-Rodríguez:
Unraveling Dyslexia-Related Connectivity Patterns in EEG Signals by Holo-Hilbert Spectral Analysis. IWINAC (1) 2022: 43-52 - [c4]Ignacio Rodríguez-Rodríguez, Andrés Ortiz, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque:
Inter-channel Granger Causality for Estimating EEG Phase Connectivity Patterns in Dyslexia. IWINAC (1) 2022: 53-62 - [c3]Andrés Ortiz, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina, Ignacio Rodríguez-Rodríguez, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez:
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. IWINAC (1) 2022: 95-103 - 2021
- [j1]Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina, Juan Luis Luque:
Detecting Phase-Synchrony Connectivity Anomalies in EEG Signals. Application to Dyslexia Diagnosis. Sensors 21(21): 7061 (2021) - [c2]Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina, Juan Luis Luque, Juan José Escobar, Francisco G. Montoya:
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. BIOMESIP 2021: 97-106 - [c1]Nicolás Gallego-Molina, Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Luis Luque:
Temporal EigenPAC for Dyslexia Diagnosis. IWANN (2) 2021: 45-56 - [i2]Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina, Juan Luis Luque:
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. CoRR abs/2104.05497 (2021) - [i1]Nicolás Gallego-Molina, Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Luis Luque:
Temporal EigenPAC for dyslexia diagnosis. CoRR abs/2104.05991 (2021)
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