Francisco Manuel Melgarejo-Meseguer

Orcid: 0000-0001-6916-6082

According to our database1, Francisco Manuel Melgarejo-Meseguer authored at least 33 papers between 2016 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

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Online presence:

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Bibliography

2026
Manifold Learning Approaches for Characterizing Photoplethysmographic Signals.
IEEE Trans. Biomed. Eng., June, 2026

Explainable Machine-Learning based Detection of Knee Injuries in Runners.
CoRR, February, 2026

Interpreting Manifolds and Graph Neural Embeddings from Internet of Things Traffic Flows.
CoRR, February, 2026

Latent Diffusion for Internet of Things Attack Data Generation in Intrusion Detection.
CoRR, January, 2026

Learning Reconstructive Embeddings in Reproducing Kernel Hilbert Spaces via the Representer Theorem.
IEEE Open J. Comput. Soc., 2026

Methods for estimating lower-limb joint kinematics from six stride descriptors.
Knowl. Based Syst., 2026

Active learning in latent spaces for long-term ECG monitoring: Morphology and rhythm analysis.
Biomed. Signal Process. Control., 2026

A Manifold Learning Model for Adjusting Anemia Treatment in Chronic Kidney Disease.
Array, 2026

Machine Learning-Based Evaluation of Cleft Lip and Palate Severity From Facial Symmetry and Speech Analysis.
IEEE Access, 2026

2025
Interpretable manifold learning for T-wave alternans assessment with electrocardiographic imaging.
Eng. Appl. Artif. Intell., 2025

Interpreting frequency evolution in ventricular fibrillation using embeddings and deep learning methods.
Eng. Appl. Artif. Intell., 2025

Detection of intra-beat waves on ambulatory ECG using manifolds: An explainable deep learning approach.
Biomed. Signal Process. Control., 2025

Online automatic detection of phrenic nerve activation during cryoablation procedure for atrial fibrillation treatment.
Biomed. Signal Process. Control., 2025

Advanced Machine Learning Techniques for Explainable Detection of Knee Injuries in Runners.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2025

2024
Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors.
IEEE Internet Things J., April, 2024

Reference for Electrocardiographic Imaging-Based T-Wave Alternans Estimation.
IEEE Access, 2024

Volcanic Micro-Earthquake Classification With Spectral Manifolds in Low-Dimensional Latent Spaces.
IEEE Access, 2024

2023
Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces.
Sensors, March, 2023

Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure.
Comput. Biol. Medicine, March, 2023

Atrial Fibrillation Detection With Spectral Manifolds in Low-Dimensional Latent Spaces.
IEEE Access, 2023

Single Reference Segmentation to Estimate T-Wave Alternans.
Proceedings of the Computing in Cardiology, 2023

Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2023

Signal Processing and Machine Learning Automated Evaluation of Phrenic Nerve Affectation by Cardiac Stimulation.
Proceedings of the Computing in Cardiology, 2023

Improved Machine Learning Strategies and Algorithms for Transmembrane Potential Estimation in Homogeneous Medium.
Proceedings of the Computing in Cardiology, 2023

2022
Generalization and Regularization for Inverse Cardiac Estimators.
IEEE Trans. Biomed. Eng., 2022

2019
Enabling Heart Self-Monitoring for All and for AAL - Portable Device within a Complete Telemedicine System.
Sensors, 2019

2018
On the Beat Detection Performance in Long-Term ECG Monitoring Scenarios.
Sensors, 2018

T-Wave Alternans Analysis With Electrocardiographic Imaging.
Proceedings of the Computing in Cardiology, 2018

Cardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG.
Proceedings of the Computing in Cardiology, 2018

2017
Noise Maps for Quantitative and Clinical Severity Towards Long-Term ECG Monitoring.
Sensors, 2017

QRS Fragmentation Index as a New Discriminator for Early Diagnosis of Heart Diseases.
Proceedings of the Computing in Cardiology, 2017

2016
Computational Efficiency and Accuracy for QRS Detection Algorithms on Clinical Long Term Multilead Monitoring.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016



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