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Listar por autor "Rodríguez-Rodríguez, Ignacio"
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Applications of the Internet of Medical Things to Type 1 Diabetes Mellitus
Rodríguez-Rodríguez, Ignacio (IOAP-MDPI, 2023-02-02)Type 1 Diabetes Mellitus (DM1) is a condition of the metabolism typified by persistent hyperglycemia as a result of insufficient pancreatic insulin synthesis. This requires patients to be aware of their blood glucose level ... -
Assessing Functional Brain Network Dynamics in Dyslexia From fNIRS Data
Gallego-Molina, Nicolás; Ortiz-García, Andrés; Martínez-Murcia, Francisco Jesús; Rodríguez-Rodríguez, Ignacio; Luque-Vilaseca, Juan Luis (World Scientific, 2023-01-09)Developmental dyslexia is characterized by a deficit of phonological awareness whose origin is related to atypical neural processing of speech streams. This can lead to differences in the neural networks that encode audio ... -
Causal Mechanisms of Dyslexia Via Connectogram Modeling of Phase Synchrony.
Rodríguez-Rodríguez, Ignacio; Ortiz-García, Andrés; Formoso Trigo, Marco Antonio; Gallego-Molina, Nicolás J.; Luque-Vilaseca, Juan Luis (2024)This paper introduces connectogram modeling of electroencephalography (EEG) signals as a novel approach to represent causal relationships and information flow between different brain regions. Connectograms are graphical ... -
Characterization of a Piezoelectric Acoustic Sensor Fabricated for Low-Frequency Applications: A Comparative Study of Three Methods
Campo-Valera, María; Asorey-Cacheda, Rafael; Rodríguez-Rodríguez, Ignacio; Villó-Pérez, Isidro (MDPI, 2023-03-02)Piezoelectric transducers are widely used for generating acoustic energy, and choosing the right radiating element is crucial for efficient energy conversion. In recent decades, numerous studies have been conducted to ... -
Constrained IoT-based machine learning for accurate glycemia forecasting in Type 1 Diabetes patients
Rodríguez-Rodríguez, Ignacio; Campo-Valera, María; Rodríguez, José-Víctor; Frisa-Rubio, Alberto (MDPI, 2023-03-31)Individuals with diabetes mellitus type 1 (DM1) tend to check their blood sugar levels multiple times daily and utilize this information to predict their future glycemic levels. Based on these predictions, patients decide ... -
Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform Tailored for Dyslexic Learners
Mateo-Trujillo, J. Ignacio; Castillo-Barnes, Diego; Rodríguez-Rodríguez, Ignacio; Ortiz-García, Andrés; Peinado-Domínguez, Alberto; Luque-Vilaseca, Juan Luis; Sánchez-Gómez, Auxiliadora[et al.] (2024)Dyslexia poses substantial literacy challenges with profound academic and psychosocial impacts for affected children. Though evidence affirms that early reading interventions can significantly improve outcomes, traditional ... -
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia
Rodríguez-Rodríguez, Ignacio; Ortiz-García, Andrés; Gallego-Molina, Nicolás J.; Formoso Trigo, Marco Antonio; Woo, Wai Lok (International Journal of Neural Systems, 2023)While the brain connectivity network can inform the understanding and diagnosis of developmental dyslexia, its cause-effect relationships have not yet enough been examined. Employing electroencephalography signals and ... -
Exploring the Validity of Plane and Spherical Millimeter-Wave Incidences for Multiple-Diffraction Calculations in Wireless Communication Systems.
López-Segovia, Alba; Rodríguez-Rodríguez, Ignacio; Rodríguez, José-Víctor; Juan-Llácer, Leandro; Campo-Valera, María; Woo, Wai Lok[et al.] (MDPI, 2023-04-27)The focus of this work is to determine at which threshold can the results for both plane and spherical wave incidence assumptions either converge or deviate when performing multiple diffraction attenuation calculations. ... -
Forecasting glycaemia for type 1 diabetes mellitus patients by means of IoMT devices
Rodríguez-Rodríguez, Ignacio; Campo-Valera, María; Rodríguez, José-Víctor (Elsevier, 2023-09-22)The chronic metabolic condition, Type 1 diabetes mellitus (DM1), is marked by consistent hyperglycemia due to the body's inability to produce sufficient insulin. This necessitates the patient's daily monitoring of blood ... -
IoMT innovations in diabetes management: Predictive models using wearable data
Rodríguez-Rodríguez, Ignacio; Campo-Valera, María; Rodríguez, José-Víctor; Woo, Wai Lok (Elsevier, 2023-10-09)Diabetes Mellitus (DM) represents a metabolic disorder characterized by consistently elevated blood glucose levels due to inadequate pancreatic insulin production. Type 1 DM (DM1) constitutes the insulin-dependent manifestation ...