Theses defended

2023/2024

Computer aided diagnosis of pediatric sleep apnea through the analysis of airflow and oximetry signals: from ensemble learning to explainable deep learning algorithms

Author: Jorge Jimenez Garcia
Director/s: Maria Garcia Gadañon, Gonzalo Cesar Gutierrez Tobal
Qualification: SOBRESALIENTE
Reading date: 20/09/2024
Theses by compendium of publications
International doctorate mention

Analysis and correlation between brain signals and genetic data for the characterization of the Alzheimer's disease

Author: Aarón Maturana Candelas
Director/s: Roberto Hornero Sanchez, Carlos Gomez Peña
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 25/07/2024
Theses by compendium of publications
International doctorate mention

From local activation to global synchronisation: Methodological challenges of M/EEG analysis for biomedical applications

Author: Víctor Rodríguez González
Director/s: Jesus Poza Crespo
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 20/06/2024
Theses by compendium of publications
International doctorate mention

Enhancing brain tumor diagnosis with Synthetic MRI

Author: Elisa Moya Sáez
Director/s: Carlos Alberola Lopez, Rodrigo De Luis Garcia
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 10/06/2024
International doctorate mention

Heart Rate Variability Analysis in Pediatric Obstructive Sleep Apnea: Automated Signal Processing to Identify Biomarkers and Help in the Diagnosis

Author: Adrián Martín Montero
Director/s: Roberto Hornero Sanchez, Gonzalo Cesar Gutierrez Tobal
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 16/02/2024
Theses by compendium of publications
International doctorate mention

Contribución de las Tecnologías de la Información y las Comunicaciones para ayudar a la prevención del Comportamiento Suicida en Castilla y León: Un enfoque de Machine Learning y Salud Digital.

Author: Gema Anabel Castillo Sánchez
Director/s: Isabel De La Torre Diez, Manuel Angel Franco Martin
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 13/12/2023

2022/2023

Aplicación de Técnicas de Machine Learning en la Predicción de Hospitalizaciones y Reingresos de pacientes con Esquizofrenia en Castilla y León

Author: Susel Góngora Alonso
Director/s: Isabel De La Torre Diez, Manuel Angel Franco Martin
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 17/07/2023
International doctorate mention

Enhancing ERP-based Brain-Computer Interfaces for Practical Applications: Asynchrony, Deep Learning, and a Novel BCI Platform

Author: Eduardo Santamaría Vázquez
Director/s: Roberto Hornero Sanchez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 14/07/2023
Theses by compendium of publications
International doctorate mention

Parallelization and Deep Learning Techniques for the Registration and Reconstruction of Dynamic Cardiac Magnetic Resonance Imaging

Author: Elena Martin Gonzalez
Director/s: Carlos Alberola Lopez, Juan Pablo Casaseca De La Higuera
Qualification: SOBRESALIENTE
Reading date: 03/07/2023

DEEP-AD: The Deep Learning Model for Diagnostic Classification and Prognostic Prediction of Alzheimer's disease

Author: Deevyankar Agarwal
Director/s: Isabel De La Torre Diez, Manuel Álvaro Berbís Moreno
Qualification: SOBRESALIENTE
Reading date: 19/06/2023
International doctorate mention

Automatic analysis of retinal images to aid in the diagnosis and grading of diabetic retinopathy

Author: Roberto Romero Oraá
Director/s: Maria Garcia Gadañon
Qualification: SOBRESALIENTE
Reading date: 02/12/2022
Theses by compendium of publications
International doctorate mention

2021/2022

Automatic Analysis of Overnight Airflow to Help in the Diagnosis of Pediatric Obstructive Sleep Apnea

Author: VERONICA BARROSO GARCIA
Director/s: Roberto Hornero Sanchez, Gonzalo Cesar Gutierrez Tobal
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 20/06/2022
Theses by compendium of publications
International doctorate mention

Characterization of local activation and network dynamics from electrical brain activity: application to schizophrenia, mild cognitive impairment and dementia due to Alzheimer's disease

Author: PABLO NÚÑEZ NOVO
Director/s: Jesus Poza Crespo, Roberto Hornero Sanchez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 19/05/2022
Theses by compendium of publications
International doctorate mention

Characterization of the spontaneous EEG activity in the Alzheimer's disease continuum: from local activation to network organization

Author: SAUL JOSE RUIZ GOMEZ
Director/s: Carlos Gomez Peña, Roberto Hornero Sanchez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 27/01/2022
Theses by compendium of publications
International doctorate mention

Automated analysis of the oximetry signal to simplify the diagnosis of pediatric sleep apnea: from feature-engineering to deep-learning approaches

Author: FERNANDO VAQUERIZO VILLAR
Director/s: Roberto Hornero Sanchez, Daniel Alvarez Gonzalez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 10/12/2021
Theses by compendium of publications
International doctorate mention

2020/2021

Contributions on Groupwise Registration for Cardiac CINE Magnetic Resonance Reconstruction

Author: ALEJANDRO GODINO MOYA
Director/s: Marcos Antonio Martin Fernandez, Carlos Alberola Lopez
Qualification: SOBRESALIENTE
Reading date: 17/09/2021
International doctorate mention

A multimodal analysis of Magnetic Resonance Imaging for the study of brain abnormalities in migraine: gray matter morphometry, white matter integrity and structural connectivity

Author: ÁLVARO PLANCHUELO GÓMEZ
Director/s: Santiago Aja Fernandez, Rodrigo De Luis Garcia
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 01/06/2021
Theses by compendium of publications

Contribución a Técnicas de Procesado de Imagen relacionadas con Ecuaciones en Derivadas Parciales para la Ayuda al Diagnóstico de Cardiopatías mediante Resonancia Magnética de Realce Tardío

Author: SUSANA MERINO CAVIEDES
Director/s: Marcos Antonio Martin Fernandez, Maria Teresa Perez Rodriguez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 15/04/2021
International doctorate mention

Optimized acquisition and estimation techniques in diffusion MRI for quantitative imagi

Author: OSCAR PEÑA NOGALES
Director/s: Santiago Aja Fernandez, Rodrigo De Luis Garcia
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 23/03/2021
International doctorate mention

Caracterización de guiones CSCL con definición de flujo de artefactos y apoyo conceptual al diseño mediante un catálogo de patrones.

Author: OSMEL BORDIES LOPEZ
Director/s: Ioannis Dimitriadis Damoulis
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 18/03/2021

Supporting Practitioners in the Gamification of MOOCs through Reward-Based Strategies

Author: ALEJANDRO ORTEGA ARRANZ
Director/s: Alejandra Martínez Monés, Miguel Luis Bote Lorenzo
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 03/03/2021
International doctorate mention

Toward Practical P300-Based Brain-Computer Interfaces: Asynchrony, Channel Optimization and Assistive Applications

Author: VICTOR MARTINEZ CAGIGAL
Director/s: Roberto Hornero Sanchez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 14/12/2020
Theses by compendium of publications
International doctorate mention

2019/2020

Virtualisation and Resource Allocation in MEC-enabled Metro Optical Networks

Author: LIDIA RUIZ PÉREZ
Director/s: Ramon Jose Duran Barroso
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 25/09/2020
International doctorate mention

Application of Advanced Machine Learning Techniques to Early Network Traffic Classification

Author: Santiago Egea Gómez
Director/s: Belén Carro Martínez, Antonio Javier Sanchez Esguevillas, Luis Hernandez Callejo
Qualification: SOBRESALIENTE
Reading date: 24/02/2020
Theses by compendium of publications
International doctorate mention

Simulador Web de Resonancia Magnética como Herramienta Educativa: Diseño, Desarrollo y Evaluación

Author: DANIEL TRECEÑO FERNANDEZ
Director/s: Carlos Alberola Lopez, Rodrigo De Luis Garcia
Qualification: SOBRESALIENTE
Reading date: 13/12/2019
International doctorate mention

Signal processing techniques for agro-industrial machinery monitoring

Author: RUBÉN RUIZ GONZÁLEZ
Director/s: Jaime Gomez Gil, Luis Manuel Navas Gracia, Francisco Javier Gomez Gil
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 21/11/2019
Theses by compendium of publications
International doctorate mention

Implicaciones del movimiento fisiológico en resonancia magnética abdominal: aplicación en hígado y corazón

Author: SANTIAGO RODRIGO SANZ ESTÉBANEZ
Director/s: Carlos Alberola Lopez, Santiago Aja Fernandez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 20/11/2019
Theses by compendium of publications
International doctorate mention

2018/2019

Methods for the automatic learning of musical features applied to the composition of tonal music

Author: CARLES ROIG GARCIA
Director/s: Lorenzo Jose Tardon Garcia, Isabel Barbancho Perez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 27/09/2019
Theses by compendium of publications

Artifact reduction in Magnetic Resonance Imaging: noise modelling in 2D/3D GRAPPA accelerated acquisitions and motion¿induced ghosting correction in multishot diffusion MRI

Author: IÑAKI MANUEL RABANILLO VILORIA
Director/s: Carlos Alberola Lopez, Santiago Aja Fernandez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 13/09/2019
International doctorate mention

NOVEL APPLICATIONS OF MACHINE LEARNING TO NETWORK TRAFFIC ANALYSIS AND PREDICTION

Author: Manuel López Martín
Director/s: Belén Carro Martínez, Antonio Javier Sanchez Esguevillas
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 11/09/2019
Theses by compendium of publications

CHARACTERIZATION OF NEURAL ACTIVITY USING COMPLEX NETWORK THEORY. APPLICATION TO THE IDENTIFICATION OF THE ALTERED NEURAL SUBSTRATES IN SCHIZOPHRENIA

Author: JAVIER GÓMEZ PILAR
Director/s: Roberto Hornero Sanchez, Jesus Poza Crespo
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 11/12/2018
Theses by compendium of publications
International doctorate mention

2017/2018

Characterization of Dynamical Neural Activity by Means of EEG Data: Application to Schizophrenia

Author: ALEJANDRO BACHILLER MATARRANZ
Director/s: Jesus Poza Crespo, Roberto Hornero Sanchez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 19/12/2017
Theses by compendium of publications

DETECCIÓN, CONCEPTUALIZACIÓN Y COMUNICACIÓN DE FENÓMENOS EMERGENTES EN ENTORNOS TECNOLÓGICOS

Author: JAVIER CARBONELL PEREZ
Director/s: Belén Carro Martínez, Antonio Javier Sanchez Esguevillas
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 10/11/2017
Theses by compendium of publications
Industrial doctorate mention

2016/2017

SOFTWARE SOLUTIONS FOR TWO COMPUTATIONALLY INTENSIVE PROBLEMS: RECONSTRUCTION OF DYNAMIC MR AND HANDLING OF ALPHA-STABLE DISTRIBUTIONS

Author: JAVIER ROYUELA DEL VAL
Director/s: Carlos Alberola Lopez, Federico Jesus Simmross Wattenberg
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 07/07/2017
Theses by compendium of publications
International doctorate mention

CONTRIBUCIONES EN EL ÁREA DE SONDAS Y ALGORITMOS APLICADAS A LA DETECCIÓN DE DISCONTINUIDADES, METROLOGÍA DE DISTANCIA Y CLASIFICACIÓN DE MATERIALES CON TÉCNICAS NO DESTRUCTIVAS BASADAS EN CORRIENTES INDUCIDAS

Author: JAVIER GARCIA MARTIN
Director/s: Jaime Gomez Gil
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 21/11/2016
Theses by compendium of publications

INTEGRACIÓN DE PORTFOLIOS DIGITALES EN ENTORNOS DISTRIBUIDOS DE APRENDIZAJE

Author: ANGELICA LOZANO ALVAREZ
Director/s: Juan Ignacio Asensio Perez, Alejandra Martínez Monés, Guillermo Vega Gorgojo
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 17/11/2016

2015/2016

DECODING P300 EVOKED POTENTIALS FOR BRAIN COMPUTER INTERFACES (BCI) AIMED AT ASSISTING POTENTIAL END-USERS AT HOME

Author: REBECA CORRALEJO PALACIOS
Director/s: Roberto Hornero Sanchez
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 19/01/2016

REVIEW AND ANALYSIS OF MHEALTH APPLICATIONS. DEVELIOPMENT AND EVALUATION OF A HEART DISEASES SELF-MANAGEMENT APP

Author: BORJA MARTINEZ PEREZ
Director/s: Isabel De La Torre Diez, Miguel Lopez-Coronado Sanchez-Fortun
Qualification: SOBRESALIENTE CUM LAUDE
Reading date: 02/10/2015
Theses by compendium of publications