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José Luis Rojo Álvarez

Universidad Rey Juan Carlos

SCHOLARLY PAPERS

5

DOWNLOADS

352

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Detection of Intra--Beat Waves on Ambulatory Ecg Using Manifolds: An Explainable Deep Learning Approach

Number of pages: 40 Posted: 15 Aug 2024
Universidad de Alcalá, University of Delaware, Universidad Rey Juan Carlos, Universidad Rey Juan Carlos and Universidad de Alcalá
Downloads 107

Abstract:

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electrocardiogram (ECG), autoencoder (AE), ambulatory detection, manifolds, interpretability

2.

A Comprehensive Evaluation of Cleft Lip and Palate Severity Using Facial Symmetry and Speech Analysis with Machine Learning

Number of pages: 39 Posted: 20 Jun 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Universidad Rey Juan Carlos and Universidad Rey Juan Carlos
Downloads 76

Abstract:

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Cleft lip and palate, UMAP, Severity index, Symmetry index, Unsupervised Learning, Machine Learning

3.

Active Learning and Margin Strategies for Arrhythmia Classification in Implantable Devices

Number of pages: 14 Posted: 29 Feb 2024
Universidad Rey Juan Carlos, King Juan Carlos University, Medtronic Ib´erica, Medtronic Ib´erica, Hospital Clínico Universitario Virgen de la Arrixaca, Universidad Rey Juan Carlos and Hospital Universitario Virgen de la Arrixaca
Downloads 69

Abstract:

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Implantable Cardioverter Defibrillator, Episode of Cardiac Arrhythmia, Statistical Classification, Expert Labeling

4.

Active Learning in Latent Spaces for Long-Term Ecg Monitoring: Morphology and Rhythm Analysis

Number of pages: 39 Posted: 03 Jun 2025
Universidad de Alcalá, Universidad de Alcalá, Universidad Rey Juan Carlos, Universidad Rey Juan Carlos and Universidad de Alcalá
Downloads 50

Abstract:

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active learning (AL), Electrocardiogram (ECG), Deep Learning (DL), long-term ECG monitoring, Interpretability

5.

Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces

Number of pages: 25 Posted: 14 Sep 2022
Universidad de las Fuerzas Armadas - ESPE, Universidad Rey Juan Carlos, Universidad de las Fuerzas Armadas - ESPE, Hospital Universitario Virgen de la Arrixaca, Hospital Universitario Virgen de la Arrixaca and Universidad Rey Juan Carlos
Downloads 50

Abstract:

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Ventricular fibrillation, manifold learning, low-dimensional latent spaces, time-frequency, audio features