Table of Contents

• ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease DetectionHengde Zhu, Jian Wang, Shui-Hua Wang, Yudong Zhang 0001, Juan Manuel Górriz. 3-12 [doi]
• Temporal Phase Synchrony Disruption in Dyslexia: Anomaly Patterns in Auditory ProcessingMarco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Diego A. Aquino Brítez, Juan José Escobar, Juan Luis Luque. 13-22 [doi]
• CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data SourcesDiego Castillo-Barnes, J. Merino-Chica, R. Garcia-Diaz, Carmen Jimenez-Mesa, Juan Eloy Arco, Javier Ramírez 0001, J. M. Górriz. 23-33 [doi]
• Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing TestCarmen Jimenez-Mesa, Juan Eloy Arco, M. Valentí-Soler, B. Frades-Payo, M. A. Zea-Sevilla, Andrés Ortiz, M. Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez 0001, T. del Ser-Quijano, C. Carnero-Pardo, Juan Manuel Górriz. 34-42 [doi]
• Unraveling Dyslexia-Related Connectivity Patterns in EEG Signals by Holo-Hilbert Spectral AnalysisNicolás Gallego-Molina, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Ignacio Rodríguez-Rodríguez. 43-52 [doi]
• Inter-channel Granger Causality for Estimating EEG Phase Connectivity Patterns in DyslexiaIgnacio Rodríguez-Rodríguez, Andrés Ortiz, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque. 53-62 [doi]
• Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM ModelAfshin Shoeibi, Mitra Rezaei, Navid Ghassemi, Zahra Namadchian, Assef Zare, Juan Manuel Górriz. 63-73 [doi]
• Sleep Apnea Diagnosis Using Complexity Features of EEG SignalsBehnam Gholami, Mohammad Hossein Behboudi, Ali Khadem, Afshin Shoeibi, Juan Manuel Górriz. 74-83 [doi]
• Representational Similarity Analysis: A Preliminary Step to fMRI-EEG Data Fusion in MVPAlabDavid López-García, J. M. González-Peñalver, J. M. Górriz, María Ruz. 84-94 [doi]
• Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep LearningAndrés Ortiz, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina, Ignacio Rodríguez-Rodríguez, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez 0001. 95-103 [doi]
• Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT ImagesJose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia, Javier Ramírez 0001, Diego Castillo-Barnes, Juan Manuel Górriz. 104-113 [doi]
• Capacity Estimation from Environmental Audio Signals Using Deep LearningC. Reyes-Daneri, Francisco Jesús Martínez-Murcia, Andrés Ortiz. 114-124 [doi]
• Covid-19 Detection by Wavelet Entropy and Self-adaptive PSOWei Wang, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang 0001. 125-135 [doi]
• RDNet: ResNet-18 with Dropout for Blood Cell ClassificationZiquan Zhu, Zeyu Ren, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang 0001. 136-144 [doi]
• Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained ModelsAfshin Shoeibi, Navid Ghassemi, Jónathan Heras, Mitra Rezaei, Juan Manuel Górriz. 145-155 [doi]
• Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese NetworksJuan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez 0001. 156-165 [doi]
• Analyzing Statistical Inference Maps Using MRI Images for Parkinson's DiseaseCarmen Jimenez-Mesa, Diego Castillo-Barnes, Juan Eloy Arco, Fermín Segovia, Javier Ramírez 0001, Juan Manuel Górriz. 166-175 [doi]
• Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's DiseaseDiego Castillo-Barnes, Juan Eloy Arco, Carmen Jimenez-Mesa, Javier Ramírez 0001, J. M. Górriz, Diego Salas-Gonzalez. 176-186 [doi]
• Monitoring Motor Symptoms in Parkinson's Disease Under Long Term Acoustic StimulationLuis Sigcha, David Gonzalez Calleja, Ignacio Pavón, Juan Manuel López, Guillermo De Arcas. 189-198 [doi]
• Evaluation of TMS Effects on the Phonation of Parkinson's Disease PatientsAndrés Gómez-Rodellar, Jirí Mekyska, Pedro Gómez Vilda, Lubos Brabenec, Patrik Simko, Irena Rektorová. 199-208 [doi]
• Effects of Neuroacoustic Stimulation on Two Study Cases of Parkinson's Disease DysarthriaPedro Gómez Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Agustín Álvarez Marquina. 209-218 [doi]
• Characterizing Masseter Surface Electromyography on EEG-Related Frequency Bands in Parkinson's Disease Neuromotor DysarthriaAndrés Gómez-Rodellar, Pedro Gómez Vilda, José Manuel Ferrández de Vicente, Athanasios Tsanas. 219-228 [doi]
• Acquisition of Relevant Hand-Wrist Features Using Leap Motion Controller: A Case of StudyCarlos Rodrigo-Rivero, Carlos Garre del Olmo, Agustín Álvarez Marquina, Pedro Gómez Vilda, Francisco Domínguez-Mateos, Daniel Palacios-Alonso. 229-238 [doi]
• A Pilot and Feasibility Study of Virtual Reality as Gamified Monitoring Tool for NeurorehabilitationDaniel Palacios-Alonso, Agustín López-Arribas, Guillermo Meléndez-Morales, Esther Núñez-Vidal, Andrés Gómez-Rodellar, José Manuel Ferrández de Vicente, Pedro Gómez Vilda. 239-248 [doi]
• Pairing of Visual and Auditory Stimuli: A Study in Musicians on the Multisensory Processing of the Dimensions of Articulation and CoherenceOctavio de Juan-Ayala, Vicente Caruana, José Javier Campos-Bueno, José Manuel Ferrández, Eduardo Fernández 0001. 249-258 [doi]
• Design of Educational Scenarios with BigFoot Walking Robot: A Cyber-physical System Perspective to Pedagogical RehabilitationValentin Nikolov, Maya Dimitrova, Ivan Chavdarov, Aleksandar Krastev, Hiroaki Wagatsuma. 259-269 [doi]
• Feasibility Study of a ML-Based ASD Monitoring SystemJose María Vicente-Samper, Ernesto Ávila-Navarro, José María Sabater Navarro. 270-280 [doi]
• ApEn: A Stress-Aware Pen for Children with Autism Spectrum DisorderJing Li, Emilia I. Barakova, Jun Hu 0001, Wouter Staal, Martine van Dongen-Boomsma. 281-290 [doi]
• Anxiety Monitoring in Autistic Disabled People During Voice Recording SessionsMarina Jodra-Chuan, Paula Maestro-Domingo, Victoria Rodellar-Biarge. 291-300 [doi]
• What Can Technology Do for Autistic Spectrum Disorder People?Marina Jodra, Victoria Rodellar. 301-309 [doi]
• Autism Spectrum Disorder (ASD): Emotional Intervention ProtocolGema Benedicto, Mikel Val-Calvo, Eduardo Fernández, Francisco Sánchez-Ferrer, José Manuel Ferrández. 310-322 [doi]
• Creating Vignettes for a Robot-Supported Education Solution for Children with Autism Spectrum DisorderTrenton Schulz, Kristin Skeide Fuglerud. 323-331 [doi]
• Identification of Parkinson's Disease from Speech Using CNNs and Formant MeasuresAgustín Álvarez Marquina, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Daniel Palacios-Alonso, Francisco Díaz Pérez. 332-342 [doi]
• Characterization of Hypokinetic Dysarthria by a CNN Based on Auditory Receptive FieldsPedro Gómez Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Agustín Álvarez Marquina, Athanasios Tsanas. 343-352 [doi]
• Evaluation of the Presence of Subharmonics in the Phonation of Children with Smith Magenis SyndromeRafael Martínez-Olalla, Daniel Palacios-Alonso, Irene Hidalgo-De la Guía, Elena Garayzabal-Heinze, Pedro Gómez Vilda. 353-362 [doi]
• Speech Analysis in Preclinical Identification of Alzheimer's DiseaseOlga Ivanova, Juan José G. Meilán. 363-368 [doi]
• The Effect of Breathing Maneuvers on the Interaction Between Pulse Fluctuation and Heart Rate VariabilityNicolás Alberto Posteguillo, María Paula Bonomini. 369-379 [doi]
• Horizon Cyber-Vision: A Cybernetic Approach for a Cortical Visual ProsthesisMikel Val-Calvo, Roberto Morollón Ruiz, Leili Soo, Dorota Waclawczyk, Fabrizio Grani, José Manuel Ferrández, Eduardo Fernández 0001. 380-394 [doi]
• The Assessment of Activities of Daily Living Skills Using Visual ProsthesisDorota Waclawczyk, Leili Soo, Mikel Val-Calvo, Roberto Morollon, Fabrizio Grani, Eduardo Fernández 0001. 395-404 [doi]
• Artificial Intelligence Applied to Spatial Cognition AssessmentMichela Ponticorvo, Mario Coccorese, Onofrio Gigliotta, Paolo Bartolomeo, Davide Marocco. 407-415 [doi]
• Automatic Diagnosis of Mild Cognitive Impairment Using Siamese Neural NetworksE. Estella-Nonay, Margarita Bachiller Mayoral, Sonia Valladares-Rodríguez, Mariano Rincón. 416-425 [doi]
• A Comparison of Feature-based Classifiers and Transfer Learning Approaches for Cognitive Impairment Recognition in LanguageGonzález Machorro Monica, Martínez Tomás Rafael. 426-435 [doi]
• Detection of Alzheimer's Disease Using a Four-Channel EEG MontageEduardo Pérez-Valero, Jesus Minguillon, Christian A. Morillas, Francisco J. Pelayo, Miguel Angel Lopez-Gordo. 436-445 [doi]
• Evaluating Imputation Methods for Missing Data in a MCI DatasetAlba Gómez-Valadés Batanero, Mariano Rincón-Zamorano, Rafael Martínez-Tomás, Juan Guerrero Martín. 446-454 [doi]
• Automatic Scoring of Rey-Osterrieth Complex Figure Test Using Recursive Cortical NetworksFernando Javier Pinilla, Rafael Martínez-Tomás, Mariano Rincón. 455-463 [doi]
• Influence of the Level of Immersion in Emotion Recognition Using Virtual HumansMiguel Á. Vicente-Querol, Antonio Fernández-Caballero 0001, José Pascual Molina, Pascual González, Luz M. González-Gualda, Patricia Fernández-Sotos, Arturo S. García. 464-474 [doi]
• Influence of Neutral Stimuli on Brain Activity Baseline in Emotional ExperimentsBeatriz García-Martínez, Antonio Fernández-Caballero 0001. 475-484 [doi]
• Classification of Psychophysiological Patterns During Emotional Processing Using SVMAndrés Quintero-Zea, Juan David Martínez-Vargas, Diana Gómez, Natalia Trujillo, José David López. 485-493 [doi]
• Measuring Motion Sickness Through Racing Simulator Based on Virtual RealityDaniel Palacios-Alonso, Javier Barbas-Cubero, Luis Betancourt-Ortega, Mario Fernández-Fernández. 494-504 [doi]
• Analysis of the Asymmetry in RNFL Thickness Using Spectralis OCT Measurements in Healthy and Glaucoma PatientsRafael Berenguer-Vidal, Rafael Verdú Monedero, Juan Morales-Sánchez, Inmaculada Sellés-Navarro, Oleksandr Kovalyk. 507-515 [doi]
• Performance Evaluation of a Real-Time Phase Estimation Algorithm Applied to Intracortical Signals from Human Visual CortexFabrizio Grani, Cristina Soto-Sánchez, Alfonso Rodil Doblado, Maria Dolores Grima, Fernando Farfán, Mikel Val-Calvo, Leili Soo, Dorota Waclawczyk, José Manuel Ferrández, Pablo Gonzalez, María Dolores Coves, Arantxa Alfaro, Eduardo Fernández 0001. 516-525 [doi]
• Electrical Stimulation Induced Current Distribution in Peripheral Nerves Varies Significantly with the Extent of Nerve Damage: A Computational Study Utilizing Convolutional Neural Network and Realistic Nerve ModelsJinze Du, Andres Morales, Pragya Kosta, Jean-Marie C. Bouteiller, Gema Martinez, David J. Warren, Eduardo Fernández 0001, Gianluca Lazzi. 526-535 [doi]
• Statistical and Symbolic Neuroaesthetics Rules Extraction from EEG SignalsMaddalena Coccagna, Federico Manzella, S. Mazzacane, Giovanni Pagliarini, Guido Sciavicco. 536-546 [doi]
• Brain Shape Correspondence Analysis Using Variational Mixtures for Gaussian Process Latent Variable ModelsJuan P. V. Minoli, Álvaro Ángel Orozco, Gloria L. Porras-Hurtado, Hernán F. García. 547-556 [doi]
• Explainable Artificial Intelligence to Detect Breast Cancer: A Qualitative Case-Based Visual Interpretability ApproachM. Rodriguez-Sampaio, Mariano Rincón, Sonia Valladares-Rodríguez, M. Bachiller-Mayoral. 557-566 [doi]
• Evaluation of a Gaussian Mixture Model for Generating Synthetic ECG Signals During an Angioplasty ProcedureAnderson Iván Rincón Soler, Pedro David Arini, Santiago F. Caracciolo, Fernando Ingallina, María Paula Bonomini. 567-575 [doi]
• Automatic Left Bundle Branch Block Diagnose Using a 2-D Convolutional NetworkAxel Wood, Marcos Cerrato, María Paula Bonomini. 576-585 [doi]
• QRS-T Angle as a Biomarker for LBBB Strict DiagnoseBeatriz del Cisne Macas Ordónez, José Manuel Ferrández Vicente, María Paula Bonomini. 586-594 [doi]
• Variable Embedding Based on L-statistic for Electrocardiographic Signal AnalysisLucas Escobar-Correa, Juan Murillo-Escobar, Edilson Delgado-Trejos, David Cuesta-Frau. 595-604 [doi]
• Uniform and Non-uniform Embedding Quality Using Electrocardiographic SignalsJuan Pablo Restrepo-Uribe, Diana A. Orrego-Metaute, Edilson Delgado-Trejos, David Cuesta-Frau. 605-614 [doi]
• Decoding Lower-Limbs Kinematics from EEG Signals While Walking with an ExoskeletonJavier V. Juan, Luis de la Ossa, Eduardo Iáñez, Mario Ortíz 0001, Laura Ferrero, José Maria Azorín. 615-624 [doi]
• EEG Signals in Mental Fatigue Detection: A Comparing Study of Machine Learning Technics VS Deep LearningHalima Ettahiri, José Manuel Ferrández de Vicente, Taoufiq Fechtali. 625-633 [doi]
• Application of RESNET and Combined RESNET+LSTM Network for Retina Inspired Emotional Face Recognition SystemMahmudul Huq, F. Javier Garrigós, José Javier Martínez 0001, José Manuel Ferrández, Eduardo Fernández 0001. 634-646 [doi]