Óscar Escudero-Arnanz

According to our database, Óscar Escudero-Arnanz authored at least 10 papers between 2020 and 2025.

Collaborative distances:

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

2025

Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series.

Óscar Escudero-Arnanz, Sergio Martínez-Agüero, Paula Martín-Palomeque, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz

Health Inf. Sci. Syst., December, 2025

Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations.

Óscar Escudero-Arnanz, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz

Comput. Methods Programs Biomed., 2025

Advanced Graph-Based Approaches for Predicting Antimicrobial Resistance in Intensive Care Units.

Paula Martín-Palomeque, Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Antonio G. Marques

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data.

Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Antonio G. Marques

CoRR, 2024

Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients.

Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Joaquín Álvarez-Rodríguez, Antonio G. Marques

CoRR, 2024

Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data.

Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

Irregular Temporal Classification of Multidrug Resistance Development in Intensive Care Unit Patients.

Paula Martín-Palomeque, Óscar Escudero-Arnanz, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

dtwParallel: A Python package to efficiently compute dynamic time warping between time series.

Óscar Escudero-Arnanz, Antonio G. Marques, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Gregorio Robles

SoftwareX, May, 2023

2021

On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit.

Óscar Escudero-Arnanz, Joaquín Álvarez-Rodríguez, Karl Øyvind Mikalsen, Robert Jenssen, Cristina Soguero-Ruíz

CoRR, 2021

2020

Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit.

Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz

Proceedings of the First International AAI4H, 2020