Juan De La Torre Cruz

According to our database, Juan De La Torre Cruz authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

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

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