Juan De La Torre Cruz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Sparsity Constraints

Negative Matrix Factorization

Reliable Detection

Dissimilarity Matrix

Top Venues

Expert Syst. Appl.

Comput. Methods Programs Biomed.

Publications

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 system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation. Expert Syst. Appl. 255 (2024)
Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Sebastián García Galán, Julio J. Carabias-Orti, José Ranilla
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals. J. Biomed. Informatics 145 (2023)
Antonio Jesús Muñoz-Montoro, Pablo Revuelta Sanz, Damián Martínez-Muñoz, Juan De La Torre Cruz, José Ranilla
An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection. J. Supercomput. 79 (2) (2023)
Juan De La Torre Cruz, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Antonio Jesús Muñoz-Montoro, M. Puentes-Chiachio, Francisco J. Cañadas-Quesada
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals. Comput. Methods Programs Biomed. 221 (2022)
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Sebastián García Galán, Julio José Carabias-Orti, Gerardo Peréz Chica
Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization. Sensors 21 (5) (2021)
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Julio José Carabias-Orti, Pedro Vera-Candeas, Nicolás Ruiz-Reyes
Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds. Expert Syst. Appl. 147 (2020)
Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Julio José Carabias-Orti
Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization. Sensors 20 (9) (2020)
Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, V. Montiel-Zafra, Nicolás Ruiz-Reyes
Wheezing Sound Separation Based on Constrained Non-Negative Matrix Factorization. ICBBT (2018)