A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. - Francisco Jesús Martínez-Murcia; Andrés Ortiz 001; Marco A. Formoso; Miguel Lopez-Zamora; Juan Luis Luque; Almudena Giménez (HAIS, 2020)

Dyslexia Detection from EEG Signals Using SSA Component Correlation and Convolutional Neural Networks. - Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Marco A. Formoso; Juan Luis Luque; Auxiliadora Sánchez (HAIS, 2020)

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)

Optimization of Deep Architectures for EEG Signal Classification: An AutoML Approach Using Evolutionary Algorithms. - Diego A. Aquino Brítez; Andrés Ortiz 001; Julio Ortega 001; Javier León; Marco A. Formoso; John Q. Gan; Juan José Escobar (Sensors, 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)

Temporal Phase Synchrony Disruption in Dyslexia: Anomaly Patterns in Auditory Processing. - Marco A. Formoso; Andrés Ortiz 001; Francisco Jesús Martínez-Murcia; Diego A. Aquino Brítez; Juan José Escobar; Juan Luis Luque (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)

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)

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)

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)