Juan De La Torre Cruz

According to our database, Juan De La Torre Cruz authored at least 16 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

An orthogonal non-negative matrix factorization approach for respiratory rate estimation using a wireless stethoscope.

Juan De La Torre Cruz, Pablo Revuelta Sanz, Francisco J. Cañadas-Quesada, Raquel Cortina, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, José Ranilla

Comput. Electr. Eng., 2026

Respiratory rate estimation from breath sounds based on deep learning.

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

Biomed. Signal Process. Control., 2026

Feasibility Study of Spirometric Parameter Estimation from Exhaled Breath Sounds Using Time-Frequency Representations and Deep Learning.

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

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

Automated Diagnosis of Respiratory Diseases from Respiratory Sounds: A Reproducibility Case Study.

Diogo Pessoa, João Garcia, Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Rui Pedro Paiva

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2025

Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization.

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

EURASIP J. Audio Speech Music. Process., December, 2025

A novel data augmentation technique based on wheezing physiological modeling applied to asthma severity management in respiratory sounds.

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

Comput. Biol. Medicine, 2025

2024

Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation.

Pablo Revuelta Sanz, Antonio Jesús Muñoz-Montoro, Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, José Ranilla

J. Supercomput., December, 2024

Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation.

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

Expert Syst. Appl., 2024

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation.

Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Sebastián García Galán, Julio José Carabias-Orti

CoRR, 2024

2023

Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals.

Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Sebastián García Galán, Julio J. Carabias-Orti, José Ranilla

J. Biomed. Informatics, September, 2023

An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection.

Antonio Jesús Muñoz-Montoro, Pablo Revuelta Sanz, Damián Martínez-Muñoz, Juan De La Torre Cruz, José Ranilla

J. Supercomput., 2023

2022

Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals.

Juan De La Torre Cruz, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Antonio Jesús Muñoz-Montoro, Miguel Puentes-Chiachio, Francisco J. Cañadas-Quesada

Comput. Methods Programs Biomed., 2022

2021

Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization.

Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Sebastián García Galán, Julio José Carabias-Orti, Gerardo Peréz Chica

Sensors, 2021

2020

Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization.

Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Julio José Carabias-Orti

Sensors, 2020

Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds.

Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Julio José Carabias-Orti, Pedro Vera-Candeas, Nicolás Ruiz-Reyes

Expert Syst. Appl., 2020

2018

Wheezing Sound Separation Based on Constrained Non-Negative Matrix Factorization.

Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, V. Montiel-Zafra, Nicolás Ruiz-Reyes

Proceedings of the 10th International Conference on Bioinformatics and Biomedical Technology, 2018