Juan De La Torre Cruz

17 papers Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
An orthogonal non-negative matrix factorization approach for respiratory rate estimation using a wireless stethoscope.
Comput. Electr. Eng.
Juan De La Torre Cruz, Pablo Revuelta Sanz, Francisco J. Cañadas-Quesada, Raquel Cortina, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, José Ranilla
2026 — conf
Automated Diagnosis of Respiratory Diseases from Respiratory Sounds: A Reproducibility Case Study.
BIOSTEC (1)
Diogo Pessoa, João Garcia, Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Rui Pedro Paiva
2026 — conf
Feasibility Study of Spirometric Parameter Estimation from Exhaled Breath Sounds Using Time-Frequency Representations and Deep Learning.
BIOSTEC (1)
Alejandro Antonio Salvador-Navarro, Juan De La Torre Cruz, Antonio Jesús Muñoz-Montoro, Pablo Revuelta Sanz, J. M. Cruz-Molina, Rui Pedro Paiva, Francisco J. Cañadas-Quesada
2026 J jnl
Respiratory rate estimation from breath sounds based on deep learning.
Biomed. Signal Process. Control.
Alejandro Antonio Salvador-Navarro, Juan De La Torre Cruz, Antonio Jesús Muñoz-Montoro, Sandra Ranilla-Cortina, Julio J. Carabias-Orti, J. M. Cruz-Molina, Francisco J. Cañadas-Quesada
2025 J jnl
A novel data augmentation technique based on wheezing physiological modeling applied to asthma severity management in respiratory sounds.
Comput. Biol. Medicine
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, R. Cortina-Parajon, José Ranilla Pastor, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, P. Cano-Lucena, C. Lacarcel-Bautista, Gerardo Peréz Chica, J. M. Cruz-Molina
2025 J jnl
Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization.
EURASIP J. Audio Speech Music. Process.
Francisco David González Martínez, Juan De La Torre Cruz, Julio J. Carabias-Orti, Francisco J. Cañadas-Quesada, Alejandro Antonio Salvador-Navarro, José Ranilla, Lyam Lamrini-H. Laarbi
2024 J jnl
An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection.
CoRR
Antonio Jesús Muñoz-Montoro, Pablo Revuelta Sanz, Damián Martínez-Muñoz, Juan De La Torre Cruz, José Ranilla
2024 J jnl
An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation.
CoRR
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Sebastián García Galán, Julio José Carabias-Orti
2024 J jnl
Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation.
Expert Syst. Appl.
Sebastián García Galán, José Angel Cabrera, Adam Marchewka, J. Enrique Muñoz Expósito, Juan De La Torre Cruz, Pedro Vera-Candeas, Francisco J. Rodríguez-Serrano, Julio J. Carabias-Orti, Francisco J. Cañadas-Quesada, Raul Mata Campos, Nicolás Ruiz-Reyes, Alfonso Cruz-Lendinez
2024 J jnl
Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation.
J. Supercomput.
Pablo Revuelta Sanz, Antonio Jesús Muñoz-Montoro, Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, José Ranilla
2023 J jnl
An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection.
J. Supercomput.
Antonio Jesús Muñoz-Montoro, Pablo Revuelta Sanz, Damián Martínez-Muñoz, Juan De La Torre Cruz, José Ranilla
2023 J jnl
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals.
J. Biomed. Informatics
Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Sebastián García Galán, Julio J. Carabias-Orti, José Ranilla
2022 J jnl
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals.
Comput. Methods Programs Biomed.
Juan De La Torre Cruz, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Antonio Jesús Muñoz-Montoro, Miguel Puentes-Chiachio, Francisco J. Cañadas-Quesada
2021 J jnl
Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization.
Sensors
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Sebastián García Galán, Julio José Carabias-Orti, Gerardo Peréz Chica
2020 J jnl
Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds.
Expert Syst. Appl.
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Julio José Carabias-Orti, Pedro Vera-Candeas, Nicolás Ruiz-Reyes
2020 J jnl
Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization.
Sensors
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Julio José Carabias-Orti
2018 — conf
Wheezing Sound Separation Based on Constrained Non-Negative Matrix Factorization.
ICBBT
Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, V. Montiel-Zafra, Nicolás Ruiz-Reyes