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Melgarejo Meseguer, Francisco Manuel francisco.melgarejo@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Active learning in latent spaces for long-term ECG monitoring: Morphology and rhythm analysis

  • Holgado–Cuadrado R
  • Plaza–Seco C
  • Melgarejo-Meseguer FM
  • Rojo-Álvarez JL
  • Blanco–Velasco M

Biomedical Signal Processing And Control - 1/2/2026

10.1016/j.bspc.2025.108622 View at source

  • ISSN 17468094

Interpreting frequency evolution in ventricular fibrillation using embeddings and deep learning methods

  • Lozano-Paredes, Dafne
  • Sanchez-Munoz, Juan Jose
  • Bote-Curiel, Luis
  • Melgarejo-Meseguer, Francisco M
  • Gil-Izquierdo, Antonio
  • Gimeno-Blanes, F Javier
  • Rojo-Alvarez, Jose Luis
... View more Collapse

Engineering Applications Of Artificial Intelligence - 15/8/2025

10.1016/j.engappai.2025.110822 View at source

  • ISSN 09521976

Detection of intra-beat waves on ambulatory ECG using manifolds: An explainable deep learning approach

  • Plaza-Seco, C.
  • Barner, K.E.
  • Holgado-Cuadrado, R.
  • Melgarejo-Meseguer, F.M.
  • Rojo-Álvarez, J.-L.
  • Blanco-Velasco, M.

Biomedical Signal Processing And Control - 1/7/2025

Editor: Elsevier Ltd

10.1016/j.bspc.2025.107523 View at source

  • ISSN 17468094
  • ISSN/ISBN 1746-8108

Interpretable manifold learning for T-wave alternans assessment with electrocardiographic imaging

  • Sanchez-Carballo, E
  • Melgarejo-Meseguer, F M
  • Vijayakumar, R
  • Sanchez-Munoz, J J
  • Garcia-Alberola, A
  • Rudy, Y
  • Rojo-alvarez, J L
... View more Collapse

Engineering Applications Of Artificial Intelligence - 1/3/2025

10.1016/j.engappai.2024.109996 View at source

  • ISSN 09521976

Online automatic detection of phrenic nerve activation during cryoablation procedure for atrial fibrillation treatment

  • Gil-Izquierdo, A
  • Mateos-Gaitán, R
  • Melgarejo-Meseguer, FM
  • Gimeno-Blanes, FJ
  • Lozano-Paredes, D
  • Sánchez-Muñoz, JJ
  • García-Alberola, A
  • Rojo-alvarez, JL
... View more Collapse

Biomedical Signal Processing And Control - 1/3/2025

10.1016/j.bspc.2024.107133 View at source

  • ISSN 17468094

Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors

  • Melgarejo-Meseguer, FM
  • Lorenzo-Bleda, A
  • Eduardo-Abbenante, S
  • Gimeno-Blanes, FJ
  • Everss-Villalba, E
  • Muñoz-Romero, S
  • Rojo-Alvarez, JL
  • Ferriz, RM
... View more Collapse

Ieee Internet Of Things Journal (p. 13411-13423) - 15/4/2024

10.1109/jiot.2023.3338697 View at source

  • ISSN 23274662

Joint movement patterns differ among male recreational runners with different running style

  • Floría, P
  • Harrison, AJ
  • Rojo-Alvarez, JL
  • Melgarejo-Meseguer, FM
  • Sanchez-Sixto, A

Sports Biomechanics (p. 1-12) - 8/1/2024

10.1080/14763141.2023.2298947 View at source

  • ISSN 14763141

Volcanic Micro-Earthquake Classification With Spectral Manifolds in Low-Dimensional Latent Spaces

  • Bernal-Oñate, CP
  • Carrera, EV
  • Melgarejo-Meseguer, FM
  • Gordillo-Orquera, R
  • Rojo-Alvarez, JL
  • Lara-Cueva, RA

Ieee Access (p. 20624-20636) - 1/1/2024

10.1109/access.2024.3354717 View at source

  • ISSN 21693536

Reference for Electrocardiographic Imaging-Based T-Wave Alternans Estimation

  • Sánchez-Carballo, E
  • Melgarejo-Meseguer, FM
  • Vijayakumar, R
  • Sánchez-Muñoz, JJ
  • García-Alberola, A
  • Rudy, Y
  • Rojo-Alvarez, JL
... View more Collapse

Ieee Access (p. 118510-118524) - 1/1/2024

10.1109/access.2024.3447114 View at source

  • ISSN 21693536

Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces

  • Onate, Carlos Paul Bernal
  • Meseguer, Francisco-Manuel Melgarejo
  • Carrera, Enrique V
  • Munoz, Juan Jose Sanchez
  • Alberola, Arcadi Garcia
  • Alvarez, Jose Luis Rojo

Sensors - 27/2/2023

10.3390/s23052527 View at source

  • ISSN 14248220

This researcher has no books.

This researcher has no book chapters.

TOWARDS THE EARLY DETECTION OF SPEECH DISORDERS IN CHILDREN APPLYING MANIFOLD LEARNING TECHNIQUES: PRELIMINARY RESULTS

  • Loza M
  • Grijalva F
  • Melgarejo-Meseguer FM
  • Rojo-Álvarez JL
  • Benítez DS

Iet Conference Proceedings (p. 32-37) - 1/1/2025

10.1049/icp.2025.1241 View at source

  • ISSN 27324494

Effects of Torso Impedance on in Silico Voltage Mapping of Cardiac Dipoles of Rotors

  • Sanchez-Carballo E
  • Melgarejo-Meseguer FM
  • Rojo-Álvarez JL
  • Berenfeld O

Annsim 2025 Annual Modeling And Simulation Conference 2025 - 1/1/2025

  • iMarina

A Convex Optimized Estimator of the Laplacian Operator for Bioelectric Simulations

  • Melgarejo-Meseguer F-M
  • Martinez-Mateu L
  • Munoz-Romero S
  • Gimeno-Blanes F-J
  • Garcia-Alberola A
  • Rojo-Alvarez J-L

2023 35th General Assembly And Scientific Symposium Of The International Union Of Radio Science, Ursi Gass 2023 - 1/1/2023

10.23919/ursigass57860.2023.10265423 View at source

Signal Processing and Machine Learning Automated Evaluation of Phrenic Nerve Affectation by Cardiac Stimulation

  • Mateos-Gaitan R
  • Gil-Izquierdo A
  • Gimeno-Blanes FJ
  • Melgarejo-Meseguer FM
  • Munoz-Esparza C
  • Rojo-Alvarez JL
  • Garcia-Alberola A
  • Sanchez-Munoz JJ
  • Gimeno-Blanes F-J
... View more Collapse

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.282 View at source

  • ISSN 23258861

Single Reference Segmentation to Estimate T-Wave Alternans

  • Sanchez-Carballo E
  • Melgarejo-Meseguer FM
  • Rojo-Alvarez JL
  • Garcia-Alberola A
  • Rudy Y

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.018 View at source

  • ISSN 23258861

Improved Machine Learning Strategies and Algorithms for Transmembrane Potential Estimation in Homogeneous Medium

  • Feito-Casares E
  • Melgarejo-Meseguer FM
  • Garcia-Alberola A
  • Rojo-Alvarez JL

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.153 View at source

  • ISSN 23258861

Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation

  • Melgarejo-Meseguer FM
  • Roman-Roman A
  • Gimeno-Blanes J
  • Munoz-Romero S
  • Garcia-Alberola A
  • Sanchez-Munoz JJ
  • Berenfeld O
  • Rojo-Alvarez JL
... View more Collapse

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.199 View at source

  • ISSN 23258861

T-Wave Alternans Analysis With Electrocardiographic Imaging

  • Rojo-Alvarez, J.L.
  • Goya-Esteban, R.
  • Munoz-Romero, S.
  • Garcia-Alberola, A.
  • Melgarejo-Meseguer, F.M.
  • Blanco-Velasco, M.

2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2018

Editor: IEEE Computer Society

10.22489/cinc.2018.101 View at source

  • ISSN 23258861
  • ISSN/ISBN 9781728109589

Cardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG

  • Melgarejo-Meseguer, FM
  • Gimeno-Blanes, FJ
  • Rojo-Alvarez, JL
  • Salar-Alcaraz, M
  • Gimeno-Blanes, JR
  • García-Alberola, A

2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2018

10.22489/cinc.2018.174 View at source

  • ISSN 23258861

QRS Fragmentation Index as a New Discriminator for Early Diagnosis of Heart Diseases

  • Melgarejo-Meseguer, FM
  • Salar-Alcaraz, M
  • Molins-Bordallo, Z
  • Gimeno-Blanes, FJ
  • Everss-Villalba, E
  • Flores-Yepes, JA
  • Rojo-Alvarez, JL
  • García-Alberola, A
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017

10.22489/cinc.2017.267-258 View at source

  • ISSN 23258861

This researcher has no working papers.

This researcher has no technical reports.

Adquisición de un perfilómetro mecánico de estilete.

  • Chidean, Mihaela Ioana (Investigador/a)
  • Celis Fernández, Raúl de (Investigador/a)
  • Moure Cuadrado, Marta María (Investigador/a)
  • Vila Santos, María (Investigador/a)
  • Melgarejo Meseguer, Francisco Manuel (Investigador/a)
  • Bartolomé Vílchez, Javier (Investigador principal (IP))
  • Gualda Gómez, David (Investigador/a)
  • Casillas Pérez, David (Investigador/a)
  • Barceló Aguiló, Joan (Investigador/a)
... View more Collapse

Period: 01-01-2025 - 31-12-2025

  • iMarina

Desarrollo de herramientas basadas en Manifold Learning para la interpretación clínica y la monitorización de lesiones de carrera mediante sistemas en tiempo real.

  • Lozano Paredes, Dafne (Investigador/a)
  • Casillas Pérez, David (Investigador principal (IP))
  • Guerrero Curieses, Alicia (Investigador/a)
  • García de Villa, Sara (Investigador/a)
  • Melgarejo Meseguer, Francisco Manuel (Investigador/a)
  • Sánchez Carballo, Estela (Investigador/a)

Period: 01-09-2024 - 31-08-2027

  • iMarina

Interpretability of latent variables to optimise the clinical biomechanics: Application on knee-injury runners.

  • Floria Martin, Pablo (Investigador/a)
  • Galiano de la Rocha, Carlos (Investigador/a)
  • Harrison, Andrew (Investigador/a)
  • Sanchez Sixto, Alberto (Investigador/a)
  • Chidean, Mihaela Ioana (Investigador/a)
  • Lozano Paredes, Dafne (Investigador/a)
  • Sánchez Carballo, Estela (Investigador/a)
  • Melgarejo Meseguer, Francisco Manuel (Investigador/a)
  • Casillas Pérez, David (Investigador/a)
  • FEITO CASARES, ENRIQUE (Investigador principal (IP))
... View more Collapse

Period: 01-01-2024 - 31-12-2024

  • iMarina

Time-frequency analysis, audio-based features, and low-dimensional manifold latent spaces in cardiac and seismographic signals

  • Melgarejo Meseguer, Francisco Manuel (Otros) Doctorando: CARLOS PAUL BERNAL OÑATE

26/4/2024

  • iMarina

This researcher has no patents or software licenses.

Last data update: 11/9/25 2:24 PM