Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. - Marco A. Formoso; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Nicolás Gallego-Molina; Juan Luis Luque; Juan José Escobar; Francisco G. Montoya (BIOMESIP, 2021)

Temporal EigenPAC for Dyslexia Diagnosis. - Nicolás Gallego-Molina; Marco A. Formoso; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Juan Luis Luque (IWANN (2), 2021)

Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. - Marco A. Formoso; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Nicolás Gallego-Molina; Juan Luis Luque (CoRR, 2021)

Detecting Phase-Synchrony Connectivity Anomalies in EEG Signals. Application to Dyslexia Diagnosis. - Marco A. Formoso; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Nicolás Gallego-Molina; Juan Luis Luque (Sensors, 2021)

Unraveling Dyslexia-Related Connectivity Patterns in EEG Signals by Holo-Hilbert Spectral Analysis. - Nicolás Gallego-Molina; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Ignacio Rodríguez-Rodríguez (IWINAC (1), 2022)

Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. - Andrés Ortiz 001; Juan Eloy Arco; Marco A. Formoso; Nicolás Gallego-Molina; Ignacio Rodríguez-Rodríguez; Francisco Jesús Martínez-Murcia; Juan Manuel Górriz; Javier Ramírez 001 (IWINAC (1), 2022)

Inter-channel Granger Causality for Estimating EEG Phase Connectivity Patterns in Dyslexia. - Ignacio Rodríguez-Rodríguez; Andrés Ortiz 001; Marco A. Formoso; Nicolás Gallego-Molina; Juan Luis Luque (IWINAC (1), 2022)

Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis. - Nicolás Gallego-Molina; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Marco A. Formoso; Almudena Giménez (Knowl. Based Syst., 2022)

Neural source/sink phase connectivity in developmental dyslexia by means of interchannel causality. - Ignacio Rodríguez-Rodríguez; Andrés Ortiz 001; Nicolás Gallego-Molina; Marco A. Formoso; Wai Lok Woo (CoRR, 2023)

Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. - Juan Eloy Arco; Andrés Ortiz 001; Nicolás Gallego-Molina; Juan Manuel Górriz; Javier Ramírez 001 (Int. J. Neural Syst., 2023)

Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data. - Nicolás Gallego-Molina; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Ignacio Rodríguez-Rodríguez; Juan Luis Luque (Int. J. Neural Syst., 2023)

EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia. - Ignacio Rodríguez-Rodríguez; Andrés Ortiz 001; Nicolás Gallego-Molina; Marco A. Formoso; Wai Lok Woo (Int. J. Neural Syst., 2023)

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. - 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; et al. (Inf. Fusion, 2023)

Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. - Juan Eloy Arco; Nicolás Gallego-Molina; Pedro Javier Lopez-Perez; Javier Ramírez 001; Juan Manuel Górriz; Andrés Ortiz 001 (IWINAC, 2024)

Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection. - Diego Castillo-Barnes; Andrés Ortiz 001; Pietro Stabile; Nicolás Gallego-Molina; Patrícia Figueiredo; Juan Luis Luque (IWINAC, 2024)

Explainable Exploration of the Interplay Between HRV Features and EEG Local Connectivity Patterns in Dyslexia. - Marco A. Formoso; Nicolás Gallego-Molina; Andrés Ortiz 001; Ignacio Rodríguez-Rodríguez; Almudena Giménez (IWINAC, 2024)

A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. - Nicolás Gallego-Molina; Francisco Jesús Martínez-Murcia; Marco A. Formoso; Diego Castillo-Barnes; Andrés Ortiz 001; Javier Ramírez 001; J. M. Górriz; Pedro Javier Lopez-Perez; Juan Luis Luque (IWINAC, 2024)

Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration. - Nicolás Gallego-Molina; Andrés Ortiz 001; Marco A. Formoso; Francisco Jesús Martínez-Murcia; Wai Lok Woo (IWINAC, 2024)

Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. - Andrés Ortiz 001; Nicolás Gallego-Molina; Diego Castillo-Barnes; Ignacio Rodríguez-Rodríguez; Juan Manuel Górriz (IWINAC, 2024)

Causal Mechanisms of Dyslexia via Connectogram Modeling of Phase Synchrony. - Ignacio Rodríguez-Rodríguez; Andrés Ortiz 001; Marco A. Formoso; Nicolás Gallego-Molina; Juan Luis Luque (IWINAC, 2024)

Identifying HRV patterns in ECG signals as early markers of dementia. - Juan Eloy Arco; Nicolás Gallego-Molina; Andrés Ortiz 001; Katy Arroyo-Alvis; Pedro Javier Lopez-Perez (Expert Syst. Appl., 2024)

A Bayesian framework for phase-amplitude cross-frequency coupling inference: Application to reading disability detection. - Diego Castillo-Barnes; Andrés Ortiz 001; Patrícia Figueiredo; Nicolás Gallego-Molina (Expert Syst. Appl., 2025)

Multimodal Integration of EEG and Near-Infrared Spectroscopy for Robust Cross-Frequency Coupling Estimation. - Nicolás J. Gallego-Molina; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Wai Lok Woo (Int. J. Neural Syst., 2025)

Directed Weighted EEG Connectogram Insights of One-to-One Causality for Identifying Developmental Dyslexia. - Ignacio Rodríguez-Rodríguez; José Ignacio Mateo-Trujillo; Andrés Ortiz 001; Nicolás J. Gallego-Molina; Diego Castillo-Barnes; Juan Luis Luque (Int. J. Neural Syst., 2025)