Francisco Manuel Melgarejo-Meseguer

31 papers Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Active learning in latent spaces for long-term ECG monitoring: Morphology and rhythm analysis.
Biomed. Signal Process. Control.
Roberto Holgado-Cuadrado, Carmen Plaza-Seco, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez, Manuel Blanco-Velasco
2026 J jnl
Explainable Machine-Learning based Detection of Knee Injuries in Runners.
CoRR
David Fuentes-Jiménez, Sara García de Villa, David Casillas-Pérez, Pablo Floría, Francisco Manuel Melgarejo-Meseguer
2026 J jnl
Interpreting Manifolds and Graph Neural Embeddings from Internet of Things Traffic Flows.
CoRR
Enrique Feito-Casares, Francisco Manuel Melgarejo-Meseguer, Elena Casiraghi, Giorgio Valentini, José Luis Rojo-Álvarez
2026 J jnl
Latent Diffusion for Internet of Things Attack Data Generation in Intrusion Detection.
CoRR
Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez
2026 J jnl
Learning Reconstructive Embeddings in Reproducing Kernel Hilbert Spaces via the Representer Theorem.
CoRR
Enrique Feito-Casares, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez
2026 J jnl
Learning Reconstructive Embeddings in Reproducing Kernel Hilbert Spaces via the Representer Theorem.
IEEE Open J. Comput. Soc.
Enrique Feito-Casares, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez
2026 J jnl
Methods for estimating lower-limb joint kinematics from six stride descriptors.
Knowl. Based Syst.
Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, Pablo Floría, José Luis Rojo-Álvarez
2025 — conf
Advanced Machine Learning Techniques for Explainable Detection of Knee Injuries in Runners.
MeMeA
David Fuentes-Jiménez, Sara García de Villa, David Casillas-Pérez, Pablo Floría, Francisco Manuel Melgarejo-Meseguer
2025 J jnl
Detection of intra-beat waves on ambulatory ECG using manifolds: An explainable deep learning approach.
Biomed. Signal Process. Control.
Carmen Plaza-Seco, Kenneth E. Barner, Roberto Holgado-Cuadrado, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez, Manuel Blanco-Velasco
2025 J jnl
Interpretable manifold learning for T-wave alternans assessment with electrocardiographic imaging.
Eng. Appl. Artif. Intell.
Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, Ramya Vijayakumar, Juan José Sánchez-Muñoz, Arcadio García-Alberola, Yoram Rudy, José Luis Rojo-Álvarez
2025 J jnl
Interpreting frequency evolution in ventricular fibrillation using embeddings and deep learning methods.
Eng. Appl. Artif. Intell.
Dafne Lozano-Paredes, Juan José Sánchez-Muñoz, Luis Bote-Curiel, Francisco Manuel Melgarejo-Meseguer, Antonio Gil-Izquierdo, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez
2025 J jnl
Online automatic detection of phrenic nerve activation during cryoablation procedure for atrial fibrillation treatment.
Biomed. Signal Process. Control.
Antonio Gil-Izquierdo, Roberto Mateos-Gaitán, Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, Dafne Lozano-Paredes, Juan José Sánchez-Muñoz, Arcadi García-Alberola, José Luis Rojo-Álvarez
2024 J jnl
Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors.
IEEE Internet Things J.
Francisco Manuel Melgarejo-Meseguer, Andrés Lorenzo Bleda, Sergio Eduardo Abbenante, Francisco Javier Gimeno-Blanes, Estrella Everss-Villalba, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Rafael Maestre-Ferriz
2024 J jnl
Reference for Electrocardiographic Imaging-Based T-Wave Alternans Estimation.
IEEE Access
Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, Ramya Vijayakumar, Juan José Sánchez-Muñoz, Arcadi García-Alberola, Yoram Rudy, José Luis Rojo-Álvarez
2024 J jnl
Volcanic Micro-Earthquake Classification With Spectral Manifolds in Low-Dimensional Latent Spaces.
IEEE Access
Carlos Paúl Bernal Oñate, Enrique V. Carrera, Francisco Manuel Melgarejo-Meseguer, Rodolfo Gordillo-Orquera, José Luis Rojo-Álvarez, Román A. Lara-Cueva
2023 J jnl
Atrial Fibrillation Detection With Spectral Manifolds in Low-Dimensional Latent Spaces.
IEEE Access
Carlos Paúl Bernal Oñate, Enrique V. Carrera, Francisco Manuel Melgarejo-Meseguer, Rodolfo Gordillo-Orquera, Arcadio García-Alberola, José Luis Rojo-Álvarez
2023 J jnl
Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces.
Sensors
Carlos Paúl Bernal Oñate, Francisco Manuel Melgarejo-Meseguer, Enrique V. Carrera, Juan José Sánchez-Muñoz, Arcadio García-Alberola, José Luis Rojo-Álvarez
2023 — conf
Improved Machine Learning Strategies and Algorithms for Transmembrane Potential Estimation in Homogeneous Medium.
CinC
Enrique Feito-Casares, Francisco Manuel Melgarejo-Meseguer, Arcadi García-Alberola, José Luis Rojo-Álvarez
2023 J jnl
Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure.
Comput. Biol. Medicine
Laura Martinez-Mateu, Francisco Manuel Melgarejo-Meseguer, Sergio Muñoz-Romero, Francisco Javier Gimeno-Blanes, Arcadi García-Alberola, Sara Rocher Ventura, Javier Saiz, José Luis Rojo-Álvarez
2023 — conf
Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation.
CinC
Francisco Manuel Melgarejo-Meseguer, Román A. Lara-Cueva, Francisco Javier Gimeno-Blanes, Sergio Muñoz-Romero, Arcadi García-Alberola, Juan José Sánchez-Muñoz, Omer Berenfeld, José Luis Rojo-Álvarez
2023 — conf
Signal Processing and Machine Learning Automated Evaluation of Phrenic Nerve Affectation by Cardiac Stimulation.
CinC
Roberto Mateos-Gaitán, Antonio Gil-Izquierdo, Francisco Javier Gimeno-Blanes, Francisco Manuel Melgarejo-Meseguer, Carmen Muñoz-Esparza, José Luis Rojo-Álvarez, Arcadi García-Alberola, Juan José Sánchez-Muñoz
2023 — conf
Single Reference Segmentation to Estimate T-Wave Alternans.
CinC
Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez, Arcadio García-Alberola, Yoram Rudy
2022 J jnl
Generalization and Regularization for Inverse Cardiac Estimators.
IEEE Trans. Biomed. Eng.
Francisco Manuel Melgarejo-Meseguer, Estrella Everss-Villalba, Miriam Gutiérrez-Fernández-Calvillo, Sergio Muñoz-Romero, Francisco Javier Gimeno-Blanes, Arcadi García-Alberola, José Luis Rojo-Álvarez
2019 J jnl
Enabling Heart Self-Monitoring for All and for AAL - Portable Device within a Complete Telemedicine System.
Sensors
Andrés L. Bleda, Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, Arcadi García-Alberola, José Luis Rojo-Álvarez, Javier Corral, Ricardo Ruiz, Rafael Maestre-Ferriz
2018 — conf
Cardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG.
CinC
Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez, Mariela Salar-Alcaraz, Juan-Ramón Gimeno-Blanes, Arcadi García-Alberola
2018 J jnl
On the Beat Detection Performance in Long-Term ECG Monitoring Scenarios.
Sensors
Francisco Manuel Melgarejo-Meseguer, Estrella Everss-Villalba, Francisco Javier Gimeno-Blanes, Manuel Blanco-Velasco, Zaida Molins-Bordallo, José-Antonio Flores-Yepes, José Luis Rojo-Álvarez, Arcadi García-Alberola
2018 — conf
T-Wave Alternans Analysis With Electrocardiographic Imaging.
CinC
José Luis Rojo-Álvarez, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Arcadi García-Alberola, Francisco Manuel Melgarejo-Meseguer, Manuel Blanco-Velasco
2017 J jnl
Noise Maps for Quantitative and Clinical Severity Towards Long-Term ECG Monitoring.
Sensors
Estrella Everss-Villalba, Francisco Manuel Melgarejo-Meseguer, Manuel Blanco-Velasco, Francisco Javier Gimeno-Blanes, Salvador Sala-Pla, José Luis Rojo-Álvarez, Arcadi García-Alberola
2017 — conf
QRS Fragmentation Index as a New Discriminator for Early Diagnosis of Heart Diseases.
CinC
Francisco Manuel Melgarejo-Meseguer, Mariela Salar-Alcaraz, Zaida Molins-Bordallo, Francisco Javier Gimeno-Blanes, Estrella Everss-Villalba, José-Antonio Flores-Yepes, José Luis Rojo-Álvarez, Arcadi García-Alberola
2016 — conf
Clinical Severity of Noise in ECG.
CinC
Estrella Everss-Villalba, Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, Salvador Sala-Pla, Manuel Blanco-Velasco, José Luis Rojo-Álvarez, Arcadio García-Alberola
2016 — conf
Computational Efficiency and Accuracy for QRS Detection Algorithms on Clinical Long Term Multilead Monitoring.
CinC
Francisco Manuel Melgarejo-Meseguer, Estrella Everss-Villalba, Jan iroký, Francisco Javier Gimeno-Blanes, José-Antonio Flores-Yepes, Manuel Blanco-Velasco, José Luis Rojo-Álvarez, Arcadi García-Alberola